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Publications

While some of these publications may be subject to legacy copyright protections, we have decided to join the increasing number of researchers who make their work available freely over the internet. This is essential to further progress in science and engineering. We only ask that you cite our work if it is helpful to you and inspires some of your own research.

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Books and Book Chapters Journal Articles Conference Papers Theses: S.M. Ph.D.	2022 2021 2020 2019 2018 2017	2016 2015 2014 2013 2012 2011	2010 2009 2008 2007 2006 2005

2021
[17]	Innovating by Behaving: How to Adopt the Startup Culture in Large Companies (Shi Ou), Master's thesis, Massachusetts Institute of Technology Department of Aeronautics and Astronautics, 2021. () [bib]
[16]	Hyperparameter configuration of a frequency optimization algorithm for multi-beam satellite constellations (Sergi Aliaga), Master's thesis, Massachusetts Institute of Technology Department of Aeronautics and Astronautics, 2021. () [bib]
[15]	A Systems Analysis and Technology Roadmap for Autonomous Long-Haul Cargo Transport (Tejas Chafekar), Master's thesis, Massachusetts Institute of Technology, Systems Design and Management Program, 2021. () [bib]
[14]	Systems Approach for Evaluating the Transitioning Oil and Gas Commercial Market (Caitlin Williams), Master's thesis, Massachusetts Institute of Technology, 2021. () [bib]
[13]	A Genetic Algorithm for Beam Placement in High-Throughput Satellite Constellations (Nils Pachler, Edward F. Crawley, Bruce G. Cameron), In IEEE Cognitive Communications for Aerospace Applications Workshop, 2021. () [bib]
[12]	An Updated Comparison of Four Low Earth Orbit Satellite Constellation Systems to Provide Global Broadband (Nils Pachler, Inigo del Portillo, Edward F. Crawley, Bruce G. Cameron), In IEEE International Workshop on Satellite Mega-Constellations in the 6G Era, 2021. () [bib]
[11]	Towards Context-Awareness in Model-Based Requirement Engineering (Yaniv Mordecai, Edward F. Crawley), In IEEE Systems Conference 2021, 2021. () [bib]
[10]	Category-Theoretic Formulation of the Model-Based Systems Architecting Cognitive-Computational Cycle (Yaniv Mordecai, James P. Fairbanks, Edward F. Crawley), In Appl. Sci. 2021, 11, 1945, 2021. () [bib]
[9]	Conceptual State Analysis (Yaniv Mordecai, Edward F. Crawley), In Complex Adaptive Systems Conference Theme: Big Data, IoT, and AI for a Smarter Future, 2021. () [bib]
[8]	Model-Based System Architecting and Decision-Making (Yaroslav Menshenin, Yaniv Mordecai, Edward F. Crawley, Bruce G. Cameron), Chapter in Handbook of Model-Based Systems Engineering (Azad Madni, Norman Augustine, eds.), Springer, 2021. () [bib]
[7]	Lunar Human Landing System Architecture Tradespace Modeling (Kir Latyshev, Nicola Garzaniti, Edward F. Crawley, Alessandro Golkar), In Acta Astronautica, volume 161, 2021. () [bib]
[6]	So Many Beams, So Little Time: Revenue Management in the Next Generation of Flexible Communication Satellites (Markus Guerster, Edward F. Crawley, Sergi Aliaga, Bruce G. Cameron), In Acta Astronautica, Elsevier, 2021. () [bib]
[5]	Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research (Juan Jose Garau Luis, Edward F. Crawley, Bruce G. Cameron), In Reinforcement Learning for Real Life Workshop at 2021 International Conference on Machine Learning, 2021. () [bib]
[4]	Integrating LSTMs and GNNs for COVID-19 Forecasting (Nathan Sesti, Juan Jose Garau Luis, Edward F. Crawley, Bruce G. Cameron), In Time Series Workshop at 2021 International Conference on Machine Learning, 2021. () [bib]
[3]	Applicability and Challenges of Deep Reinforcement Learning for Satellite Frequency Plan Design (Juan Jose Garau Luis, Edward F. Crawley, Bruce G. Cameron), In 2021 IEEE Aerospace Conference, 2021. () [bib]
[2]	Forecasting Internet Demand in a Satellite Communication Network Using Transfer Learning (Skylar Eiskowitz, Edward F. Crawley, Bruce G. Cameron), In ASCEND 2021, 2021. () [bib]
[1]	Connecting the Other Half: Exploring Options for the 50% of the Population Unconnected to the Internet (Inigo del Portillo, Skylar Eiskowitz, Edward F. Crawley, Bruce G. Cameron), In Telecommunications Policy, volume 45, 2021. () [bib]