Table of Contents

• Introduction to the DDDAS2022 Conference Infosymbiotics/Dynamic Data Driven Applications SystemsErik Blasch, Frederica Darema. 3-13 [doi]
• Generalized Multifidelity Active Learning for Gaussian-process-based Reliability AnalysisAnirban Chaudhuri, Karen Willcox. 17-26 [doi]
• Essential Properties of a Multimodal Hypersonic Object Detection and Tracking SystemZachary Mulhollan, Marco Gamarra, Anthony Vodacek, Matthew J. Hoffman 0001. 27-34 [doi]
• Dynamic Airspace Control via Spatial Network MorphingDavid Sacharny, Thomas C. Henderson, Nicola Wernecke. 35-43 [doi]
• On Formal Verification of Data-Driven Flight Awareness: Leveraging the Cramér-Rao Lower Bound of Stochastic Functional Time Series ModelsPeiyuan Zhou, Saswata Paul, Airin Dutta, Carlos Varela, Fotis Kopsaftopoulos. 44-52 [doi]
• Coupled Sensor Configuration and Path-Planning in a Multimodal Threat FieldChase St. Laurent, Raghvendra V. Cowlagi. 53-68 [doi]
• Geometric Solution to Probabilistic Admissible Region Based Track InitializationUtkarsh Ranjan Mishra, Weston R. Faber, Suman Chakravorty, Islam I. Hussein, Benjamin Sunderland, Siamak Hesar. 71-80 [doi]
• Radar Cross-Section Modeling of Space DebrisJustin K. A. Henry, Ram M. Narayanan, Puneet Singla. 81-94 [doi]
• High-Resolution Imaging Satellite ConstellationXiaohua Li, Lhamo Dorje, Yezhan Wang, Yu Chen, Erika Ardiles-Cruz. 95-102 [doi]
• Reachability Analysis to Track Non-cooperative Satellite in Cislunar RegimeDavid Schwab, Roshan Eapen, Puneet Singla. 105-113 [doi]
• Physics-Aware Machine Learning for Dynamic, Data-Driven Radar Target RecognitionSevgi Zubeyde Gurbuz. 114-122 [doi]
• DDDAS for Optimized Design and Management of 5G and Beyond 5G (6G) NetworksNurcin Celik, Frederica Darema, Temitope Runsewe, Walid Saad, Abdurrahman Yavuz. 123-132 [doi]
• DDDAS-Based Learning for Edge Computing at 5G and Beyond 5GTemitope Runsewe, Abdurrahman Yavuz, Nurcin Celik, Walid Saad. 135-143 [doi]
• Monitoring and Secure Communications for Small Modular ReactorsMaria Pantopoulou, Stella Pantopoulou, Madeleine Roberts, Derek Kultgen, Lefteri H. Tsoukalas, Alexander Heifetz. 144-151 [doi]
• Data Augmentation of High-Rate Dynamic Testing via a Physics-Informed GAN ApproachCelso T. do Cabo, Mark Todisco, Zhu Mao. 152-162 [doi]
• Unsupervised Wave Physics-Informed Representation Learning for Guided Wavefield ReconstructionJoel B. Harley, Benjamin D. Haeffele, Harsha Vardhan Tetali. 163-172 [doi]
• Passive Radio Frequency-Based 3D Indoor Positioning System via Ensemble LearningLiangqi Yuan, Houlin Chen, Robert Ewing 0001, Jia Li. 173-184 [doi]
• Deep Learning Approach for Data and Computing Efficient Situational Assessment and Awareness in Human Assistance and Disaster Response and Battlefield Damage Assessment ApplicationsJie Wei, Weicong Feng, Erik Blasch, Philip Morrone, Erika Ardiles-Cruz, Alex Aved. 187-195 [doi]
• SpecAL: Towards Active Learning for Semantic Segmentation of Hyperspectral ImageryAneesh Rangnekar, Emmett J. Ientilucci, Christopher Kanan, Matthew J. Hoffman 0001. 196-204 [doi]
• Multimodal IR and RF Based Sensor System for Real-Time Human Target Detection, Identification, and GeolocationPeng Cheng, Xinping Lin, Yunqi Zhang, Erik Blasch, Genshe Chen. 205-216 [doi]
• Learning Interacting Dynamic Systems with Neural Ordinary Differential EquationsSong Wen 0001, Hao Wang 0014, Dimitris Metaxas. 217-226 [doi]
• Relational Active Feature Elicitation for DDDASNandini Ramanan, Phillip Odom, Erik Blasch, Kristian Kersting, Sriraam Natarajan. 227-232 [doi]
• Explainable Human-in-the-Loop Dynamic Data-Driven Digital TwinsNan Zhang, Rami Bahsoon, Nikos Tziritas, Georgios Theodoropoulos 0001. 233-243 [doi]
• Transmission Censoring and Information Fusion for Communication-Efficient Distributed Nonlinear FilteringRuixin Niu. 247-254 [doi]
• Distributed Estimation of the Pelagic Scattering Layer Using a Buoyancy Controlled Robotic SystemCong Wei, Derek A. Paley. 255-263 [doi]
• Towards a Data-Driven Bilinear Koopman Operator for Controlled Nonlinear Systems and Sensitivity AnalysisDamien Guého, Puneet Singla. 264-271 [doi]
• Tracking Dynamic Gaussian Density with a Theoretically Optimal Sliding Window ApproachYinsong Wang, Yu Ding 0002, Shahin Shahrampour. 275-282 [doi]
• Dynamic Data-Driven Digital Twins for Blockchain SystemsGeorgios Diamantopoulos, Nikos Tziritas, Rami Bahsoon, Georgios Theodoropoulos 0001. 283-292 [doi]
• Adversarial Forecasting Through Adversarial Risk Analysis Within a DDDAS FrameworkTahir Ekin, Roi Naveiro, Jose Manuel Camacho Rodriguez. 293-301 [doi]
• Power Grid Resilience: Data Gaps for Data-Driven Disruption AnalysisMaureen S. Golan, Javad Mohammadi, Erika Ardiles-Cruz, David Ferris, Philip Morrone. 305-314 [doi]
• Attack-Resilient Cyber-Physical System State Estimation for Smart Grid Digital Twin DesignM. Rana, S. Shetty, Alex Aved, Erika Ardiles-Cruz, David Ferris, Philip Morrone. 315-324 [doi]
• Applying DDDAS Principles for Realizing Optimized and Robust Deep Learning Models at the EdgeRobert Canady, Xingyu Zhou 0010, Yogesh D. Barve, Daniel Balasubramanian, Aniruddha Gokhale. 325-339 [doi]
• DDDAS2022 Keynotes - OverviewFrederica Darema, Erik Blasch. 343-352 [doi]
• DDDAS for Systems Analytics in Applied MechanicsArtem Korobenko, S. Niu, Xiaowei Deng, E. Zhang, V. Srivastava, Yuri Bazilevs. 353-361 [doi]
• Towards Continual Unsupervised Data Driven Adaptive LearningAndeas Savakis. 362-366 [doi]
• Overview of DDDAS2022 Panel on WildfiresFrederica Darema. 369-381 [doi]
• Using Dynamic Data Driven Cyberinfrastructure for Next Generation Disaster IntelligenceIlkay Altintas. 382-385 [doi]
• Autonomous Unmanned Aerial Vehicle Systems in Wildfire Detection and Management-Challenges and OpportunitiesFatemeh Afghah. 386-394 [doi]
• Role of Autonomous Unmanned Aerial Systems in Prescribed Burn ProjectsMrinal Kumar 0002, Roger Williams, Amit K. Sanyal. 395-402 [doi]
• Towards a Dynamic Data Driven Wildfire Digital Twin (WDT): Impacts on Deforestation, Air Quality and Cardiopulmonary DiseaseMilton Halem, Adam K. Kochanski, Jan Mandel, Jennifer Sleeman, Belay Demoz, Adam Bargteil, Shreya Uday Patil, Samit Shivadekar, A. Iorga, John Dorband, James MacKinnon, Sen Chiao, Zhifeng Yang, Yaacov Yesha, John Sorkin, E. Kalnay, S. Safa, C. Da. 403-410 [doi]
• An Earth System Digital Twin for Air Quality AnalysisThomas S. Huang, Sina Hasheminassab, Olga V. Kalashnikova, Kyo Lee, Joe Roberts. 411-414 [doi]
• Dynamic Data-Driven Downscaling to Quantify Extreme Rainfall and Flood Loss RiskAnamitra Saha, Joaquín Salas, Sai Ravela. 417-424 [doi]