{"id":4941,"date":"2026-05-29T16:15:03","date_gmt":"2026-05-29T16:15:03","guid":{"rendered":"https:\/\/araz.c4i.gmu.edu\/?page_id=4941"},"modified":"2026-06-05T04:42:52","modified_gmt":"2026-06-05T04:42:52","slug":"new-publications","status":"publish","type":"page","link":"https:\/\/araz.c4i.gmu.edu\/?page_id=4941","title":{"rendered":"Publications"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4941\" class=\"elementor elementor-4941\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f864717 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f864717\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-0de288b\" data-id=\"0de288b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-673a5e0 elementor-widget elementor-widget-image\" data-id=\"673a5e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/orcid.org\/0000-0003-2562-1631\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/orcid_500x500-e1780384676924-150x150.png\" class=\"attachment-thumbnail size-thumbnail wp-image-5235\" alt=\"\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6723d0a\" data-id=\"6723d0a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c3bc38e elementor-widget elementor-widget-image\" data-id=\"c3bc38e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/scholar.google.com\/citations?user=dVMdGAQAAAAJ&#038;hl=en\" target=\"_blank\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/elementor\/thumbs\/icons8-google-scholar-100-pzzwip7u27l5g7u2tjl3rmzew74k59y4ckumoyzk38.png\" title=\"icons8-google-scholar-100\" alt=\"icons8-google-scholar-100\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ffad136 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ffad136\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5cccf75\" data-id=\"5cccf75\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a38500a elementor-widget elementor-widget-heading\" data-id=\"a38500a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Patents<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1cfdc99 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1cfdc99\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-add62c0\" data-id=\"add62c0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-633d19f elementor-widget elementor-widget-text-editor\" data-id=\"633d19f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol reversed=\"\"><li><strong>A. K. Raz<\/strong>, M. Gamarra, \u201cSystem and Method for Mission Engineering\u201d, Patent Pending with U.S PTO, filed by U.S. Department of the Air Force, Air Force Research Laboratory (2026) (AFD-2640)<\/li><li><strong>A.K. Raz<\/strong>, R. Ganesan, K.C. Chang, A. Barreto, J. Ferrari, M. Hieb, P. Costa, \u201cSensor Placement and Optimization for Counter UAV Systems, Patent Application Pending with U.S PTO, filing in progress by George Mason University (GMU-26-008P)<ul><li>Licensed Software: MUSCAT: Mason UAV Systems Cyber Analysis Testbed, (GMU: LIC-26-005)<\/li><\/ul><\/li><li><strong>A.K. Raz<\/strong>, M. Hieb, D. Maxwell, \u201cIntent-Based Networking for Distributed Command and Control, Provisional\u00a0Patent Application Pending, George Mason University<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-af92e41 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"af92e41\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fea4f95\" data-id=\"fea4f95\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f28371f elementor-widget elementor-widget-heading\" data-id=\"f28371f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Book Chapters\/Magazine Articles<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-05d1fae elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"05d1fae\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ff83188\" data-id=\"ff83188\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-392c7fe elementor-widget elementor-widget-books\" data-id=\"392c7fe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"books.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"sabbi-book_timeline-segment\">\n                    <ul class=\"sabbi-book_timeline list-unstyled\"><li><span class=\"year\">2026<\/span><ul class=\"book-list list-unstyled\"><li>\n                                    <figure><\/figure>\n                                    <div class=\"book-list-meta\">\n                                        <h3 class=\"book-list-title\"><a href=\"#\" target=\"_blank\">Complex Aerospace Systems<\/a> <\/h3>\n                                        <div class=\"book-list-brand\"><em>\u201cManaging System of Systems Complexity for Distributed Operations,\u201d in Complex Aerospace Systems, Reston, VA: American Institute of Aeronautics and Astronautics, 2026. (in publication review)<\/em><\/div>\n                                        <p class=\"book-author\">A. K. Raz, D. A. DeLaurentis, and J. Hudack<\/p>\n                                    <\/div>\n                                <\/li><\/ul><\/li><li><span class=\"year\">2022<\/span><ul class=\"book-list list-unstyled\"><li>\n                                    <figure><img decoding=\"async\" width=\"184\" height=\"260\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2023\/01\/Living-Edition.webp\" class=\"img-responsive\" alt=\"\" \/><\/figure>\n                                    <div class=\"book-list-meta\">\n                                        <h3 class=\"book-list-title\"><a href=\"https:\/\/link.springer.com\/referenceworkentry\/10.1007\/978-3-030-27486-3_59-1\" target=\"_blank\">Handbook of Model-Based Systems Engineering<\/a> <\/h3>\n                                        <div class=\"book-list-brand\"><em>Published by Springer, Cham in 2022<\/em><\/div>\n                                        <p class=\"book-author\">Daniel DeLaurentis, Ali Raz, Cesare Guariniello<\/p>\n                                    <\/div>\n                                <\/li><\/ul><\/li><li><span class=\"year\">2021<\/span><ul class=\"book-list list-unstyled\"><li>\n                                    <figure><img fetchpriority=\"high\" decoding=\"async\" width=\"184\" height=\"279\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2023\/01\/Engineering-AI-.webp\" class=\"img-responsive\" alt=\"\" \/><\/figure>\n                                    <div class=\"book-list-meta\">\n                                        <h3 class=\"book-list-title\"><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-89385-9_5\" target=\"_blank\">Engineering Artificially Intelligent Systems<\/a> <\/h3>\n                                        <div class=\"book-list-brand\"><em>\"Finding the Path Toward Design of Synergistic Human-Centric Complex Systems.\" In\u202fEngineering Artificially Intelligent Systems, pp. 73-89. Springer, Cham, 2021<\/em><\/div>\n                                        <p class=\"book-author\">Hesham Y. Fouad, Ali K. Raz, James Llinas, William F. Lawless &amp; Ranjeev Mittu<\/p>\n                                    <\/div>\n                                <\/li><\/ul><\/li><li><span class=\"year\">2020<\/span><ul class=\"book-list list-unstyled\"><li>\n                                    <figure><img loading=\"lazy\" decoding=\"async\" width=\"162\" height=\"200\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2023\/01\/HMSC.gif\" class=\"img-responsive\" alt=\"\" \/><\/figure>\n                                    <div class=\"book-list-meta\">\n                                        <h3 class=\"book-list-title\"><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/B9780128205433000122\" target=\"_blank\">Human-Machine Shared Contexts<\/a> <\/h3>\n                                        <div class=\"book-list-brand\"><em>Engineering for emergence in information fusion systems: A review of some challenges, pp. 241-255. Academic Press, 2020\r\n<\/em><\/div>\n                                        <p class=\"book-author\">Ali K.Raz, James Llinas, Ranjeev Mittu, William F. Lawless<\/p>\n                                    <\/div>\n                                <\/li><\/ul><\/li><li><span class=\"year\">2018<\/span><ul class=\"book-list list-unstyled\"><li>\n                                    <figure><img loading=\"lazy\" decoding=\"async\" width=\"772\" height=\"1000\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2023\/01\/inst.webp\" class=\"img-responsive\" alt=\"\" \/><\/figure>\n                                    <div class=\"book-list-meta\">\n                                        <h3 class=\"book-list-title\"><a href=\"https:\/\/incose.onlinelibrary.wiley.com\/doi\/abs\/10.1002\/inst.12205\" target=\"_blank\">Enabling and Practicing Systems Engineering Agility \u2013 Prelude<\/a> <\/h3>\n                                        <div class=\"book-list-brand\"><em>Integrating SysML and Agent\u2010Based Modeling for Rapid Architecture Evaluation\u201d, INCOSE INSIGHT, Vol. 21, Issue 2, p. 47-51, 2018 \r\n\r\n\u202f <\/em><\/div>\n                                        <p class=\"book-author\">Apoorv Maheshwari, Ali K Raz, Daniel A DeLaurentis, Andrew Murphy, Oluwatomi Kolawole<\/p>\n                                    <\/div>\n                                <\/li><li>\n                                    <figure><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"1100\" src=\"https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2023\/01\/SWARM-1.png\" class=\"img-responsive\" alt=\"\" \/><\/figure>\n                                    <div class=\"book-list-meta\">\n                                        <h3 class=\"book-list-title\"><a href=\"https:\/\/www.researchgate.net\/publication\/330305315_DSIAC18_Command_Guided_Swarm\" target=\"_blank\">Defense Systems Information Analysis Center (DSIAC), Spring<\/a> <\/h3>\n                                        <div class=\"book-list-brand\"><em>\u201cCyber-Physical Command Guided Swarms\u201d, pp. 23-30. DSIAC Spring 2018 Vol 5 No 2<\/em><\/div>\n                                        <p class=\"book-author\">Robert Cruise, Erik Blasch, Sriraam Natarajan, and Ali Raz<\/p>\n                                    <\/div>\n                                <\/li><\/ul><\/li><\/ul><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-555ea33 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"555ea33\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5ba8d5f\" data-id=\"5ba8d5f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c406285 elementor-widget elementor-widget-heading\" data-id=\"c406285\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Journal Articles<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6939838 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6939838\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d08980b\" data-id=\"d08980b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-268e598 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"268e598\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-3ddbf48\" data-id=\"3ddbf48\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5bd0890 kc_text_block elementor-widget elementor-widget-text-editor\" data-id=\"5bd0890\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Disclaimer:\u00a0<\/strong>The papers below are intended for private viewing by the page owner or those who otherwise have legitimate access to them. No part of it may in any form or by any electronic, mechanical, photocopying, recording, or any other means be reproduced, stored in a retrieval system or be broadcast or transmitted without the prior permission of the respective publishers. If your organization has a valid subscription of the journals, click on the DOI link for the legitimate copy of the papers.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-825b84e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"825b84e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b3a2240\" data-id=\"b3a2240\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d7ac755 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"d7ac755\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><style><span style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" data-mce-type=\"bookmark\" class=\"mce_SELRES_start\">\ufeff<\/span><span style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" data-mce-type=\"bookmark\" class=\"mce_SELRES_start\">\ufeff<\/span><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><br \/>.underline-links a {<br \/>    color: #00c257;<br \/>text-decoration: underline !important;<br \/>}<\/p>\n<p>.underline-links a:hover {<br \/>    color: #00c257 !important;<br \/>}<br \/><\/style><\/p><ol class=\"underline-links\" reversed=\"\"><li><span style=\"text-decoration: underline;\">S. Khatouri<\/span>, <span style=\"text-decoration: underline;\">F. Sahebsara<\/span>, M. R. Hieb, L. W. Berklich, <strong>A. K. Raz<\/strong>, \u201cDigital Twin\u2013Enabled Architectures for Autonomous Systems via Model-Based Systems Engineering\u201d, INCOSE Systems Engineering Journal, (Submitted), <span style=\"text-decoration: underline;\">(IF 1.8)<\/span><\/li><li><strong>A.K. Raz<\/strong>, R. Ganesan, K.C. Chang, <span style=\"text-decoration: underline;\">B. Jang,<\/span> A. Barreto, J. Ferrari, M. Hieb, B. Josephson, \u201cMUSCAT: A Sensor Placement Optimization and Sensor Fusion Testbed for Counter Uncrewed Aerial Systems\u201d, IEEE Transactions on Aerospace and Electronic Systems (Submitted) <span style=\"text-decoration: underline;\">(IF:5.7)<\/span><\/li><li><strong>A.K. Raz<\/strong>, M. Hieb, S. Alam, A. Talukdar, <span style=\"text-decoration: underline;\">C. Vaseghi<\/span>, S. Babcock, D. Maxwell, V. Omelko, and R. Hilliard, \u201cIntent-Based Networking for Distributed Command-and-Control and System of Systems\u201d, INCOSE Systems Engineering (submitted) <span style=\"text-decoration: underline;\">(IF:1.9)<\/span><\/li><li><span style=\"text-decoration: underline;\">F. Sahebsara<\/span>, M. Hieb, <strong>A.K. Raz<\/strong>, \u201cModel-Based Systems Engineering as a Foundational Enabler of Digital Twin: An In-Depth Systematic Review\u201d, IEEE Open Journal of Systems Engineering, (in revision)<\/li><li>K.C. Chang, <strong>A.K. Raz<\/strong>, M. R. Hieb, R. Ganesan, \u201cFrom ROC to SOC; A predictive Sensor Fusion Framework for Counter Uncrewed Aerial Vehicles\u201d, IEEE Transactions on Aerospace and Electronic Systems <span style=\"text-decoration: underline;\">(IF:5.7)<\/span><\/li><li><strong>A. K. Raz<\/strong> and M. Gamarra, \u201cA Desirability Assessment Framework for System of Systems\u201d,<i> IEEE Systems Journal<\/i> (in revision (<span style=\"text-decoration: underline;\">IF:4.4<\/span>))<\/li><li><span style=\"text-decoration: underline;\">M. Torkjazi<\/span> and <strong>A. K. Raz<\/strong>, \u201cA Systems Engineering Methodology for System of Autonomous Systems: Architecture and Integration\u201d, <i>INCOSE Systems Engineering<\/i>, 2026 (<span style=\"text-decoration: underline;\">IF 1.6; 9% acceptance rate<\/span>)<\/li><li><span style=\"text-decoration: underline;\">M. Torkjazi<\/span> and <strong>A. K. Raz<\/strong>, \u201cA Systems Engineering Methodology for the System of Autonomous Systems: Test and Evaluation\u201d,<i> INCOSE Systems Engineering<\/i>, 2025 (<span style=\"text-decoration: underline;\">IF 1.6; 9% acceptance rate<\/span>)<\/li><li><strong>A. K. Raz<\/strong>, K. Mall, S. M. Nolan, W. Levin, <span style=\"text-decoration: underline;\">A. Mia<\/span>, L. Mockus, K. Ezra, K. Williams, and J. Parish <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/10534821\" target=\"_blank\" rel=\"noopener\">\u201cExplainable AI and Robustness based Test and Evaluation of Reinforcement Learning,\u201d<\/a> <em>IEEE Transactions on Aerospace and Electronic Systems. 2024<\/em> (<span style=\"text-decoration: underline;\">IF:4.4<\/span>)<\/li><li><strong>A. K. Raz<\/strong>, <span style=\"text-decoration: underline;\">M. Bhuiyan<\/span>, J. Bricio-Neto, C. Santos, and D. Maxwell, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/10609409\" target=\"_blank\" rel=\"noopener\">\u201cConceptual, Mathematical, and Analytical Foundations for Mission Engineering and System of Systems Analysis,\u201d<\/a> <em>IEEE Systems Journal. 2024.<\/em> (IF: 4.4)<\/li><li><span style=\"text-decoration: underline;\">M. Torkjazi<\/span> and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/10669760\" target=\"_blank\" rel=\"noopener\">&#8220;A Review on Integrating Autonomy into System of Systems: Challenges and Research Directions.&#8221;<\/a> <em>IEEE Open Journal of Systems Engineering 2024.<\/em><\/li><li><strong>A. K. Raz<\/strong>, D. A. DeLaurentis, and J. Hudack, \u201cManaging Complexity in Distributed Command and Control (C2) Systems,\u201d <em>Journal of DoD Research and Engineering,<\/em> Jun. 2022.<\/li><li>A. Dachowicz, K. Mall, P. Balasubramani, A. Maheshwari, <strong>A. K. Raz<\/strong>, P. Jitesh, D. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/asmedigitalcollection.asme.org\/mechanicaldesign\/article\/144\/2\/021710\/1122889\/Mission-Engineering-and-Design-Using-Real-Time\" target=\"_blank\" rel=\"noopener\">\u201cMission Engineering and Design Using Real-Time Strategy Games: An Explainable AI Approach,\u201d<\/a> <em>Journal of Mechanical Design,<\/em> vol. 144, no. 2, Nov. 2021, doi: 10.1115\/1.4052841. (IF 3.441)<\/li><li><strong>A. K. Raz<\/strong>, P. C. Wood, L. Mockus, and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/incose.onlinelibrary.wiley.com\/doi\/10.1002\/sys.21561\" target=\"_blank\" rel=\"noopener\">\u201cSystem of systems uncertainty quantification using machine learning techniques with smart grid application,\u201d<\/a> <em>Systems Engineering,<\/em> vol. 23, no. 6, pp. 770\u2013782, 2020, doi: <a style=\"color: #3cb371;\" href=\"https:\/\/doi.org\/10.1002\/sys.21561\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1002\/sys.21561.<\/a> (<span style=\"text-decoration: underline;\">IF 2.0<\/span>)<\/li><li>A. Guerrero de la Pe\u00f1a N. Davendralingam, <strong>A. K. Raz<\/strong>, D. DeLaurentis, G. Shaver, V. Sujan, N. Jain, <a style=\"color: #3cb371;\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1361920920305411\" target=\"_blank\" rel=\"noopener\">\u201cProjecting adoption of truck powertrain technologies and CO2 emissions in line-haul networks,\u201d<\/a> <em>Transportation Research Part D: Transport and Environment,<\/em> vol. 84, p. 102354, 2020, doi: 10.1016\/j.trd.2020.102354. (<span style=\"text-decoration: underline;\">IF 7.6<\/span>)<\/li><li>A. Guerrero de la Pe\u00f1a A. Guerrero de la Pe\u00f1a N. Davendralingam, <strong>A. K. Raz<\/strong>, D. DeLaurentis, G. Shaver, V. Sujan, N. Jain, <a style=\"color: #3cb371;\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1366554518306653#:~:text=A%20System-of-Systems%20engineering%20methodology\" target=\"_blank\" rel=\"noopener\">\u201cProjecting line-haul truck technology adoption: How heterogeneity among fleets impacts system-wide adoption,\u201d<\/a> <em>Transportation Research Part E: Logistics and Transportation Review,<\/em> vol. 124, pp. 108\u2013127, Apr. 2019, doi: 10.1016\/j.tre.2018.12.017. (<span style=\"text-decoration: underline;\">IF 10.6<\/span>)<\/li><li><strong>A. K. Raz<\/strong>, C. R. Kenley, and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/incose.onlinelibrary.wiley.com\/doi\/full\/10.1002\/sys.21439\" target=\"_blank\" rel=\"noopener\">\u201cSystem architecting and design space characterization,\u201d<\/a> <em>Systems Engineering,<\/em> vol. 21, no. 3, pp. 227\u2013242, May 2018, doi: 10.1002\/sys.21439. (IF 2.0) (<span style=\"text-decoration: underline;\">Best Journal Paper Award<\/span>)<\/li><li>C. Guariniello, S. Tamaskar, Z. Fang, N. Davendralingam, <strong>A. K. Raz<\/strong>, and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/incose.onlinelibrary.wiley.com\/doi\/10.1002\/sys.21539\" target=\"_blank\" rel=\"noopener\">\u201cSystem-of-Systems tools and techniques for the analysis of Cyber-Physical Systems,\u201d<\/a> <em>Systems Engineering,<\/em> vol. 23, no. 4, pp. 480\u2013491, July 2022, (IF 2.0) (<span style=\"text-decoration: underline;\">Best Papers of 2020<\/span>)<\/li><li><strong>A. K. Raz<\/strong>, C. R. Kenley, and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1566253516300859\" target=\"_blank\" rel=\"noopener\">\u201cA System-of-Systems perspective for information fusion system design and evaluation,\u201d<\/a> <em>Information Fusion,<\/em> vol. 35, pp. 148\u2013165, Elsevier, May 2017. (<span style=\"text-decoration: underline;\">IF 18.6<\/span>)<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0f16268 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f16268\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b2bcf4a\" data-id=\"b2bcf4a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e074845 elementor-widget elementor-widget-heading\" data-id=\"e074845\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Conferences Papers<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60142a2 elementor-widget elementor-widget-heading\" data-id=\"60142a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Refereed Conference Papers<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ac9d47d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ac9d47d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ef4085d\" data-id=\"ef4085d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3866ec7 elementor-widget elementor-widget-text-editor\" data-id=\"3866ec7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><style><span style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" data-mce-type=\"bookmark\" class=\"mce_SELRES_start\">\ufeff<\/span><span style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" data-mce-type=\"bookmark\" class=\"mce_SELRES_start\">\ufeff<\/span><span style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" data-mce-type=\"bookmark\" class=\"mce_SELRES_start\">\ufeff<\/span><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><br \/>.underline-links a {<br \/>    color: #00c257;<br \/>text-decoration: underline !important;<br \/>}<\/p>\n<p>.underline-links a:hover {<br \/>    color: #00c257 !important;<br \/>}<br \/><\/style><\/p><ol class=\"underline-links\" reversed=\"\"><li><strong>A.K. Raz<\/strong>, M. Hieb, D. Maxwell, V. Omelko, A. Beckus, and R. Hilliard. <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/11343023\" target=\"_blank\" rel=\"noopener\">&#8220;Intent-based Networking for Distributed Command-and-Control Systems: A Conceptual Framework with System of Systems.&#8221;<\/a> In 2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 6714-6719. IEEE, 2025.<\/li><li>Chang, K. C., <strong>Raz, A. K.<\/strong>, Hieb, M. R., &amp; Ganesan, R. <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/11124075\" target=\"_blank\" rel=\"noopener\">\u201cPredicting Sensor Fusion Performance for Situation Assessment in Countering Aerial Threats.\u201d<\/a> In 2025 28th International Conference on Information Fusion (FUSION) (pp. 1-8). IEEE<\/li><li><span style=\"text-decoration: underline;\">A. Dyar<\/span>, <span style=\"text-decoration: underline;\">M. Garretson<\/span>, M. Hieb, and <strong>A. K. Raz<\/strong>. <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10749055\" target=\"_blank\" rel=\"noopener\">\u201cModel-based Automated Intent Estimation of Unmanned Aerial Vehicles with Sensor Fusion\u201d<\/a>. <em>In 2024 AIAA DATC\/IEEE 43rd Digital Avionics Systems Conference (DASC) (pp. 1-7).<\/em> September 2024, IEEE.<\/li><li><span style=\"text-decoration: underline;\">M. Torkjazi<\/span> and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/incose.onlinelibrary.wiley.com\/doi\/10.1002\/iis2.13195\" target=\"_blank\" rel=\"noopener\">&#8220;Model\u2010Based Systems Engineering (MBSE) Methodology for Integrating Autonomy into a System of Systems Using the Unified Architecture Framework.&#8221;<\/a> <em>In INCOSE International Symposium,<\/em> vol. 34, no. 1, pp. 1051-1070. 2024.<\/li><li><span style=\"text-decoration: underline;\">M. Torkjazi<\/span> and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-62554-1_14\" target=\"_blank\" rel=\"noopener\">&#8220;Predictive and Prescriptive Analyses of Autonomy Integration into the System of Systems.&#8221;<\/a> <em>In Conference on Systems Engineering Research,<\/em> pp. 213-228. Cham: Springer Nature Switzerland, 2024.<\/li><li><strong>A. K. Raz<\/strong> and M. Gamarra. <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10553596\" target=\"_blank\" rel=\"noopener\">&#8220;Mission Engineering: Analysis of Mission Threads with System of Systems Interdependence.&#8221;<\/a> <em>2024 IEEE International Systems Conference (SysCon).<\/em> IEEE, 2024.<\/li><li><span style=\"text-decoration: underline;\">M. Torkjazi<\/span> and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/10131094\" target=\"_blank\" rel=\"noopener\">\u201cData-Driven Approach with Machine Learning to Reduce Subjectivity in Multi-Attribute Decision Making Methods,\u201d<\/a> <em>in 2023 IEEE International Systems Conference (SysCon),<\/em> IEEE, 2023, pp. 1\u20138.<\/li><li>S. Srivastava, G. Singh, S. Matsumoto, <strong>A. K. Raz<\/strong>, P. Costa, J. Poore, and Z. Yao, <a style=\"color: #3cb371;\" href=\"https:\/\/nlp.cs.gmu.edu\/publication\/srivastava-2023-mailex\/\" target=\"_blank\" rel=\"noopener\">\u201cMAILEX: Email Event and Argument Extraction,\u201d<\/a> <em>in Empirical Methods in Natural Language Processing (EMNLP),<\/em> Singapore, 2023. (<span style=\"text-decoration: underline;\">Acceptance Rate 28%<\/span>)<\/li><li><strong>A. K. Raz<\/strong>, W. Miller, K.-C. Chang, Y. Lin, and E. Blasch, <a style=\"color: #3cb371;\" href=\"https:\/\/incose.onlinelibrary.wiley.com\/doi\/full\/10.1002\/iis2.13096\" target=\"_blank\" rel=\"noopener\">\u201cExplainable AI and Counterfactuals for Test and Evaluation of Intelligent Engineered Systems,\u201d<\/a> <em>in INCOSE International Symposium,<\/em> 2023, pp. 1524\u20131539.<\/li><li>L. McCue, A. Hagarty, C. Nowzari, <strong>A. K. Raz<\/strong>, <span style=\"text-decoration: underline;\">M. Riggi<\/span>, J. Rosenberg, D. Shishika, C. Smith, and J. Nelson, <a style=\"color: #3cb371;\" href=\"https:\/\/nemo.asee.org\/public\/conferences\/327\/papers\/37471\/view\" target=\"_blank\" rel=\"noopener\">\u201cLessons Learned in the Development of a STEM Outreach Program for Biologically Inspired Underwater Robotics,\u201d<\/a> <span style=\"text-decoration: underline;\"><em>in 2023 ASEE Annual Conference &amp; Exposition,<\/em> <\/span>2023.<\/li><li>Z. Fan, K. Chang, <strong>A. K. Raz<\/strong>, A. Harvey, and G. Chen, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10115698\" target=\"_blank\" rel=\"noopener\">\u201cSensor Tasking for Space Situation Awareness: Combining Reinforcement Learning and Causality,\u201d<\/a> <em>in 2023 IEEE Aerospace Conference,<\/em> IEEE, 2023<\/li><li>P. K. de Albuquerque, J. F. Ferrari, M. Hieb, P. Costa, L. Sherry, and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/10311249\" target=\"_blank\" rel=\"noopener\">\u201cMulti-Sensor Placement and Information Fusion Analysis to Enable Beyond Visual Line of Sight Operations for Small Uncrewed Aerial Vehicles,\u201d<\/a> <em>in 2023 IEEE\/AIAA 42nd Digital Avionics Systems Conference (DASC),<\/em> IEEE, 2023, pp. 1\u20138.<\/li><li><span style=\"text-decoration: underline;\">M. Torkjazi<\/span> and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/9812673\" target=\"_blank\" rel=\"noopener\">\u201cA taxonomy for system of autonomous systems,\u201d<\/a> <em>in 2022 17th Annual System of Systems Engineering Conference (SOSE),<\/em> IEEE, 2022, pp. 198\u2013203.<\/li><li>L. Sherry, S. Ansari, J. Baldo, B. Berlin, J. Shortle, and <strong>A.K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/9925815\" target=\"_blank\" rel=\"noopener\">\u201cPotential for Using Deep Learning for Digital-Twin System Validation Testing,\u201d<\/a> <em>in 2022 IEEE\/AIAA 41st Digital Avionics Systems Conference (DASC),<\/em> IEEE, 2022, pp. 1\u20136.<\/li><li><strong>A. K. Raz<\/strong>, S. M. Nolan, W. Levin, K. Mall, <span style=\"text-decoration: underline;\">A. Mia<\/span>, L. Mockus, K. Ezra, and K. Williams, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/9843563\" target=\"_blank\" rel=\"noopener\">\u201cTest and evaluation of reinforcement learning via robustness testing and explainable ai for high-speed aerospace vehicles,\u201d<\/a> <em>in 2022 IEEE Aerospace Conference (AERO),<\/em> IEEE, 2022, pp. 1\u201314.<\/li><li>L. McCue, A. Hagarty, C. Nowzari, <strong>A. K. Raz<\/strong>, <span style=\"text-decoration: underline;\">M. Riggi<\/span>, J. Rosenberg, D. Shishika, C. Smith, and J. Nelson, <a style=\"color: #3cb371;\" href=\"https:\/\/peer.asee.org\/work-in-progress-development-of-a-new-hands-on-stem-program-for-biologically-inspired-maritime-robotics\" target=\"_blank\" rel=\"noopener\">\u201cWork-in-Progress: Development of a new hands-on STEM program for biologically inspired maritime robotics,\u201d<\/a> <em>in 2022 ASEE Annual Conference &amp; Exposition,<\/em> 2022.<\/li><li>A. Fentiman, J. Sutherland, D. Delaurentis, K. Douglas, J. D. Camba, C. R. Kenley, <strong>A. K. Raz<\/strong>, A. Koehler, W. Huang, A. Hurt, and J. Richardson, <a style=\"color: #3cb371;\" href=\"https:\/\/peer.asee.org\/work-in-progress-aligning-a-professional-development-program-with-industry-needs\" target=\"_blank\" rel=\"noopener\">\u201cWork in Progress: Aligning a Professional Development Program with Industry Needs,\u201d<\/a> <em>in 2022 ASEE Annual Conference &amp; Exposition,<\/em> 2022.<\/li><li>E. Blasch, A. Savakis, Y. Zheng, G. Chen, I. Kadar, U. Majumder, and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/12122\/121220K\/Joint-data-learning-panel-summary\/10.1117\/12.2619537.full\" target=\"_blank\" rel=\"noopener\">\u201cJoint data learning panel summary,\u201d<\/a> <em>in Signal Processing,<\/em> <em>Sensor\/Information Fusion, and Target Recognition XXXI,<\/em> SPIE, 2022, pp. 138\u2013154.<\/li><li>D. DeLaurentis, P. Jitesh, <strong>A. K. Raz<\/strong>, P. Balasubramani, A. Maheshwari, A. Dachowicz, and K. Mall, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/9619032\" target=\"_blank\" rel=\"noopener\">\u201cToward automated game balance: A systematic engineering design approach,\u201d<\/a> <em>in 2021 IEEE Conference on Games (CoG),<\/em> IEEE, 2021, pp. 1\u20138.<\/li><li>T. Li, K. Douglas, H. P. Le, <strong>A. K. Raz<\/strong>, W. J. Huang, and A. W. Fentiman, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/9274251\" target=\"_blank\" rel=\"noopener\">\u201cApplying social constructivism in model-based systems engineering online instructional module for engineering professionals,\u201d<\/a> <em>in 2020 IEEE Frontiers in Education Conference (FIE),<\/em> IEEE, 2020, pp. 1\u20135.<\/li><li>C. Guariniello, L. Mockus, <strong>A. K. Raz<\/strong>, and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/9172585\" target=\"_blank\" rel=\"noopener\">\u201cTowards intelligent architecting of aerospace system-of-systems: Part II,\u201d<\/a> <em>in 2020 IEEE Aerospace Conference,<\/em> IEEE, 2020, pp. 1\u20139.<\/li><li>A. Fentiman, J. Sutherland, D. Delaurentis, K. Douglas, J. D. Camba, C. R. Kenley, <strong>A. K. Raz<\/strong>, A. Koehler, W. Huang, A. Hurt, and J. Richardson, <a style=\"color: #3cb371;\" href=\"https:\/\/www.researchgate.net\/publication\/344697683_Development_Deployment_and_Evaluation_of_Instructional_Modules_for_Current_and_Future_Practitioners_of_Model-based_Systems_Engineering\" target=\"_blank\" rel=\"noopener\">\u201cDevelopment, Deployment, and Evaluation of Instructional Modules for Current and Future Practitioners of Model-Based Systems Engineering,\u201d<\/a> <em>in 2020 ASEE Annual Conference Proceedings,<\/em> 2020.<\/li><li><strong>A. K. Raz<\/strong> and C. R. Kenley, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/8914180\" target=\"_blank\" rel=\"noopener\">\u201cMulti-disciplinary perspectives for engineering resilience in systems,\u201d<\/a> <em>in 2019 IEEE International Conference on Systems,<\/em> Man and Cybernetics (SMC), IEEE, 2019, pp. 761\u2013766.<\/li><li>C. Guariniello, <strong>A. K. Raz<\/strong>, L. Mockus, and D. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/8753852\" target=\"_blank\" rel=\"noopener\">\u201cExperiences in evolving system-of-systems engineering methodology to address pain points,\u201d<\/a> <em>in 2019 14th Annual Conference System of Systems Engineering (SoSE),<\/em> IEEE, 2019, pp. 189\u2013194.<\/li><li>C. Guariniello, L. Mockus, <strong>A. K. Raz<\/strong>, and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/8742173\" target=\"_blank\" rel=\"noopener\">\u201cTowards intelligent architecting of aerospace system-of-systems,\u201d<\/a> <em>in 2019 IEEE Aerospace Conference,<\/em> IEEE, 2019, pp. 1\u201311.<\/li><li>A. Guerrero de la Pe\u00f1a N. Davendralingam, <strong>A. K. Raz<\/strong>, D. DeLaurentis, G. Shaver, V. Sujan, N. Jain, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/8917452\" target=\"_blank\" rel=\"noopener\">\u201cModeling the Combined Effect of Powertrain Options and Autonomous Technology on Vehicle Adoption and Utilization by Line-haul Fleets,\u201d<\/a> <em>in 2019 IEEE Intelligent Transportation Systems Conference (ITSC),<\/em> IEEE, 2019, pp. 1231\u20131238.<\/li><li>E. P. Blasch, U. Majumder, T. Rovito, and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/9011267\" target=\"_blank\" rel=\"noopener\">\u201cArtificial Intelligence in Use by Multimodal Fusion,\u201d<\/a> <em>in 2019 22th International Conference on Information Fusion (FUSION),<\/em> IEEE, 2019, pp. 1\u20138.<\/li><li><strong>A. K. Raz<\/strong>, P. Wood, L. Mockus, D. A. DeLaurentis, and J. Llinas, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/8455429\" target=\"_blank\" rel=\"noopener\">\u201cIdentifying interactions for information fusion system design using machine learning techniques,\u201d<\/a> <em>in 2018 21st International Conference on Information Fusion (FUSION),<\/em> IEEE, 2018, pp. 226\u2013233.<\/li><li>A. Guerrero de la Pe\u00f1a N. Davendralingam, <strong>A. K. Raz<\/strong>, D. DeLaurentis, G. Shaver, V. Sujan, N. Jain, <a style=\"color: #3cb371;\" href=\"https:\/\/ascelibrary.org\/doi\/10.1061\/9780784481547.015\" target=\"_blank\" rel=\"noopener\">\u201cModeling Freight Transportation as a System-of-Systems to Determine Adoption of Emerging Vehicle Technologies,\u201d<\/a> <em>in International Conference on Transportation and Development 2018,<\/em> American Society of Civil Engineers Reston, VA, 2018, pp. 156\u2013169.<\/li><li>A. Maheshwari, <strong>A. K. Raz<\/strong>, A. Dervisevic, R. Campbell, D. A. DeLaurentis, W. Colligan, A. Murphy, and O. Kolawole, <a style=\"color: #3cb371;\" href=\"https:\/\/www.researchgate.net\/publication\/327071198_Minimum_SysML_Representations_to_Enable_Rapid_Evaluation_using_Agent-Based_Simulation\" target=\"_blank\" rel=\"noopener\">\u201cMinimum SysML Representations to Enable Rapid Evaluation using Agent-Based Simulation,\u201d<\/a> <em>in INCOSE International Symposium,<\/em> 2018, pp. 1706\u20131719.<\/li><li>E. Blasch, R. Cruise, S. Natarajan, <strong>A. K. Raz<\/strong>, and T. Kelly, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/8455262\" target=\"_blank\" rel=\"noopener\">\u201cControl diffusion of information collection for situation understanding using Boosting MLNs,\u201d<\/a> <em>in 2018 21st International Conference on Information Fusion (FUSION),<\/em> IEEE, 2018, pp. 1\u20138.<\/li><li><strong>A. K. Raz<\/strong> and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/7528148\" target=\"_blank\" rel=\"noopener\">\u201cInformation Fusion System design space characterization by Design of Experiments,\u201d<\/a> <em>in 2016 19th International Conference on Information Fusion (FUSION),<\/em> IEEE, 2016, pp. 2147\u20132154.<\/li><li><strong>A. K. Raz<\/strong> and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/ieeexplore.ieee.org\/document\/6974142\" target=\"_blank\" rel=\"noopener\">\u201cPerformance evaluation of distributed Track-to-Track fusion systems,\u201d<\/a> <em>in 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC),<\/em> IEEE, 2014, pp. 1585\u20131590.<\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3c9c343 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3c9c343\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c22d039\" data-id=\"c22d039\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-67f659c elementor-widget elementor-widget-heading\" data-id=\"67f659c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Non-Refereed Conference Papers<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a446a88 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a446a88\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3ae2e87\" data-id=\"3ae2e87\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d0716ab elementor-widget elementor-widget-text-editor\" data-id=\"d0716ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol reversed=\"\">\n \t<li><span style=\"text-decoration: underline;\">B. Prigg<\/span>, <strong>A. K. Raz<\/strong>, and Alexandre D. Barreto. <a style=\"color: #3cb371;\" target=\"_blank\" href=\"https:\/\/www.researchgate.net\/publication\/400409095_Cybersecurity_Threat_Analysis_of_a_Free-Space_Optical_Communication_System_Through_Model-Based_Systems_Engineering\">&#8220;Cybersecurity Threat Analysis of a Free-Space Optical Communication System Through Model-Based Systems Engineering.&#8221;<\/a> AIAA SCITECH 2026 Forum. 2026.<\/li>\n \t<li><span style=\"text-decoration: underline;\">C. Vaseghi<\/span>, V. Omelko, R. Hilliard, D. Maxwell, and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" target=\"_blank\" href=\"https:\/\/www.researchgate.net\/publication\/400232865_Distributed_Command_and_Control_Systems_with_Intent-Based_Networking_Effectiveness_and_Evaluation\">&#8220;Distributed Command and Control Systems with Intent-Based Networking: Effectiveness and Evaluation.&#8221;<\/a> AIAA SCITECH 2026 Forum, 2026.<\/li>\n \t<li><span style=\"text-decoration: underline;\">S. Khatouri<\/span>, <span style=\"text-decoration: underline;\">F. Sahebsara<\/span>, M. Hieb, and <strong>A.K. Raz<\/strong>, <a style=\"color: #3cb371;\" target=\"_blank\" href=\"https:\/\/www.researchgate.net\/publication\/400410048_From_Physical_Realm_to_Digital_Twin_An_Additive_Manufacturing_Approach_to_Digital_Twin_Testbed_Development\">&#8220;From Physical Realm to Digital Twin: An Additive Manufacturing Approach to Digital Twin Testbed Development.&#8221;<\/a> In AIAA SCITECH 2026 Forum, 2026.<\/li>\n \t<li><span style=\"text-decoration: underline;\">A. Talukder<\/span>, S. Alam, R. Hilliard, V. Omelko, D. Maxwell, and <strong>A. K. Raz<\/strong>. <a style=\"color: #3cb371;\" target=\"_blank\" href=\"https:\/\/www.researchgate.net\/publication\/400227222_Distributed_Command_and_Control_Systems_with_Intent-based_Networking_Mission_Path_Formation\">&#8220;Distributed Command and Control Systems with Intent-based Networking: Mission Path Formation.&#8221;<\/a> In AIAA SCITECH 2026 Forum, 2026.<\/li>\n \t<li><span style=\"text-decoration: underline;\">F. Sahebsara<\/span>, <span style=\"text-decoration: underline;\">S. Khatouri<\/span>, D. Aziz, <span style=\"text-decoration: underline;\">O. Zeki<\/span>, M. Hieb, and <strong>A. K. Raz<\/strong>. <a style=\"color: #3cb371;\" target=\"_blank\" href=\"https:\/\/www.researchgate.net\/publication\/400228446_The_Cornerstone_of_Digital_Engineering_Harnessing_Model-based_Systems_Engineering_for_Future_Systems\">&#8220;The Cornerstone of Digital Engineering: Harnessing Model-based Systems Engineering for Future Systems.&#8221;<\/a> In AIAA SCITECH 2026 Forum, 2026.<\/li>\n \t<li><span style=\"text-decoration: underline;\">B. Prigg<\/span> and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/arc.aiaa.org\/doi\/10.2514\/6.2024-1055\" target=\"_blank\" rel=\"noopener\">\u201cLink Analysis of Hybrid Free Space Optics and RF Communications via Model-based Systems Engineering.\u201d<\/a> <em>In AIAA SCITECH 2024 Forum (p. 1055).<\/em> Orlando, FL, 2024<\/li>\n \t<li><strong>A. K. Raz<\/strong>, M. Hieb, J. Ferrari, L. Sherry, and P. Costa, <a style=\"color: #3cb371;\" href=\"https:\/\/arc.aiaa.org\/doi\/abs\/10.2514\/6.2023-2582\" target=\"_blank\" rel=\"noopener\">\u201cExploiting Information Fusion for Cybersecurity of Small Unmanned Aerial Vehicles,\u201d<\/a> <em>in AIAA SCITECH 2023 Forum,<\/em> 2023, p. 2582.<\/li>\n \t<li>W. C. Levin, S. M. Nolan, <strong>A. K. Raz<\/strong>, K. Ezra, J. J. Parish, and K. Williams, <a style=\"color: #3cb371;\" href=\"https:\/\/www.semanticscholar.org\/paper\/Motion-Primitive-based-Deep-Reinforcement-Learning-Levin-Nolan\/00d1e4279e31c3cd96855c2eb2ade66d92d0aba1\" target=\"_blank\" rel=\"noopener\">\u201cMotion-Primitive based Deep Reinforcement Learning for High Speed Aerospace Vehicle Missions,\u201d<\/a> <em>in AIAA SCITECH 2023 Forum,<\/em> 2023, p. 2667.<\/li>\n \t<li>J. Llinas, C. Bowman, and <strong>A. K. Raz<\/strong>, <a style=\"color: #3cb371;\" href=\"https:\/\/www.researchgate.net\/publication\/357560585_Evolving_Towards_a_Reference_Architecture_for_Data_Fusion\" target=\"_blank\" rel=\"noopener\">\u201cEvolving Towards a Reference Architecture for Data Fusion,\u201d<\/a> <em>in AIAA SCITECH 2022 Forum,<\/em> 2022, p. 0995.<\/li>\n \t<li>B. Smith, E. Sitchin, <strong>A. K. Raz<\/strong>, D. DeLaurentis, and W. Stahlschmidt, <a style=\"color: #3cb371;\" href=\"https:\/\/arc.aiaa.org\/doi\/abs\/10.2514\/6.2021-2456\" target=\"_blank\" rel=\"noopener\">\u201cModeling Hypersonic Vehicle Interdependencies at the Subsystem Level,\u201d<\/a> <em>in AIAA Aviation 2021 Forum,<\/em> 2021, p. 2456.<\/li>\n \t<li>E. Blasch, <strong>A. K. Raz<\/strong> and R. Sabatini, <a style=\"color: #3cb371;\" href=\"https:\/\/arc.aiaa.org\/doi\/10.2514\/6.2021-0658\" target=\"_blank\" rel=\"noopener\">\u201cInformation fusion as an autonomy enabler for uav traffic management,\u201d<\/a> <em>in AIAA Scitech 2021 Forum,<\/em> 2021, p. 0658.<\/li>\n \t<li><strong>A. K. Raz<\/strong>, E. P. Blasch, C. Guariniello, and Z. T. Mian, <a style=\"color: #3cb371;\" href=\"https:\/\/arc.aiaa.org\/doi\/10.2514\/6.2021-0564\" target=\"_blank\" rel=\"noopener\">\u201cAn overview of systems engineering challenges for designing ai-enabled aerospace systems,\u201d<\/a> <em>in AIAA Scitech 2021 Forum,<\/em> 2021, p. 0564.<\/li>\n \t<li>J. Llinas C. Bowman, <strong>A. K. Raz<\/strong>, N. Thomas, T. Denniston and J. Fiedler, \u201cFusion Technology and Systems Design Challenges for the Counter-Small UAS Threat,\u201d <em>in National Symposium on Sensor and Data Fusion (NSSDF),<\/em> 2021.<\/li>\n \t<li><strong>A. K. Raz<\/strong>, P. Balasubramani, S. Harrington, C. Guariniello, and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/www.researchgate.net\/publication\/341713701_System-of-Systems_Acquisition_Analytics_Using_Machine_Learning_Techniques\" target=\"_blank\" rel=\"noopener\">\u201cSystem-of-Systems Acquisition Analytics Using Machine Learning Techniques,\u201d<\/a> 2020.<\/li>\n \t<li><strong>A. K. Raz<\/strong>, E. Blasch, R. Cruise, and S. Natarajan, <a style=\"color: #3cb371;\" href=\"https:\/\/www.researchgate.net\/publication\/330200376_Enabling_Autonomy_in_Command_and_Control_via_Game-Theoretic_Models_and_Machine_Learning_with_a_Systems_Perspective\" target=\"_blank\" rel=\"noopener\">\u201cEnabling Autonomy in Command and Control via Game-Theoretic Models and Machine Learning with a Systems Perspective,\u201d<\/a> <em>in AIAA Scitech 2019 Forum,<\/em> 2019, p. 0381.<\/li>\n \t<li>A. Maheshwari, N. Davendralingam, <strong>A. K. Raz<\/strong>, and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/www.researchgate.net\/publication\/322311406_Developing_Model-Based_Systems_Engineering_Artifacts_for_Legacy_Systems\" target=\"_blank\" rel=\"noopener\">\u201cDeveloping Model-Based Systems Engineering Artifacts for Legacy Systems,\u201d<\/a> <em>in 2018 AIAA Aerospace Sciences Meeting,<\/em> 2018, p. 1213.<\/li>\n \t<li><strong>A. K. Raz<\/strong> and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/www.researchgate.net\/publication\/313122080_System-of-Systems_Architecture_Metrics_for_Information_Fusion_A_Network_Theoretic_Formulation\" target=\"_blank\" rel=\"noopener\">\u201cSystem-of-Systems Architecture Metrics for Information Fusion: A Network Theoretic Formulation,\u201d<\/a> <em>in AIAA Information Systems-AIAA Infotech @ Aerospace,<\/em> AIAA SciTech Forum, 2017.<\/li>\n \t<li><strong>A. K. Raz<\/strong> and D. A. DeLaurentis, <a style=\"color: #3cb371;\" href=\"https:\/\/arc.aiaa.org\/doi\/abs\/10.2514\/6.2015-0644\" target=\"_blank\" rel=\"noopener\">\u201cA system-of-systems perspective on information fusion systems: architecture representation and evaluation,\u201d<\/a> <em>in AIAA Infotech@ Aerospace,<\/em> 2015, p. 0644<\/li>\n<\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Patents A. K. Raz, M. Gamarra, \u201cSystem and Method for Mission Engineering\u201d, Patent Pending with U.S PTO, filed by U.S. Department of the Air Force, Air Force Research Laboratory (2026) (AFD-2640) A.K. Raz, R. Ganesan, K.C. Chang, A. Barreto, J. Ferrari, M. Hieb, P. Costa, \u201cSensor Placement and Optimization for Counter UAV Systems, Patent Application [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":5189,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-4941","page","type-page","status-publish","has-post-thumbnail","hentry"],"aioseo_notices":[],"guten_post_layout_featured_media_urls":{"full":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1.jpg",1921,1081,false],"thumbnail":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-150x150.jpg",150,150,true],"medium":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-300x169.jpg",300,169,true],"medium_large":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-768x432.jpg",640,360,true],"large":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-1024x576.jpg",640,360,true],"1536x1536":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-1536x864.jpg",1536,864,true],"2048x2048":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1.jpg",1921,1081,false],"guten_post_layout_landscape_large":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-1200x800.jpg",1200,800,true],"guten_post_layout_portrait_large":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-1200x1081.jpg",1200,1081,true],"guten_post_layout_square_large":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-1200x1081.jpg",1200,1081,true],"guten_post_layout_landscape":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-600x400.jpg",600,400,true],"guten_post_layout_portrait":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-600x900.jpg",600,900,true],"guten_post_layout_square":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-600x600.jpg",600,600,true],"academix-single-team-thumb":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-360x270.jpg",360,270,true],"academix-team-thumbnail":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-263x216.jpg",263,216,true],"academix-event-thumbnail":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-555x370.jpg",555,370,true],"academix-event-gallery-thumb":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-227x168.jpg",227,168,true],"academix-blog-thumb":["https:\/\/araz.c4i.gmu.edu\/wp-content\/uploads\/2026\/06\/George-Mason-Branded-Zoom-Backgrounds-1-100x80.jpg",100,80,true]},"_links":{"self":[{"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=\/wp\/v2\/pages\/4941","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4941"}],"version-history":[{"count":70,"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=\/wp\/v2\/pages\/4941\/revisions"}],"predecessor-version":[{"id":5447,"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=\/wp\/v2\/pages\/4941\/revisions\/5447"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=\/wp\/v2\/media\/5189"}],"wp:attachment":[{"href":"https:\/\/araz.c4i.gmu.edu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4941"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}