Search Results - computational+modeling

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Multiplex network science and multiscale system dynamics: an approach to assessing the resilience of interdependent installations and infrastructure environments under compound extreme disruptions
Integrated modeling for resilient installations and infrastructure under extreme disruptions Background: Installations such as airports, military bases, and logistics hubs are increasingly vulnerable to disruptions from extreme weather, rising sea levels, and targeted cyber-physical attacks. These hazards often occur simultaneously or in rapid succession,...
Published: 7/11/2025   |   Inventor(s): Auroop Ganguly, Marta Gonzalez, Ariel Salgado, Samrat Chatterjee, Jack Watson, Ashis Pal
Keywords(s): Big Data, climate change, Community resilience, Computational Modeling, Data augmentation, Decision Support Tool, Homeland Security, Infrastructure Resilience, Network Science, physical security, risk assessment, Software and Algorithms
Category(s): Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Computing Methods, Technology Classifications > 2. Physical Science > Energy
Rheology-Informed Neural Networks for complex fluids
INV-21050 Background Many complex and structured fluids exhibit a wide range of rheological responses to different flow characteristics. The ability to predict this complex rheological behavior is essential in better understanding and designing these complex fluids and their processing conditions. Despite the increasing trend in using artificial...
Published: 9/10/2024   |   Inventor(s): Mohammadamin Mahmoudabadbozchelou, Safa Jamali
Keywords(s): 3D Printer, Adaptive, Artificial intelligence, Biotech, Computational Modeling, Deep learning, Fabrication, Machine Learning, Manufacturing, Materials, Oil/petroleum, Process Engineering
Category(s): Technology Classifications > 2. Physical Science, Technology Classifications > 3. Computer Science, Technology Classifications > 3. Computer Science > AI, Technology Classifications > 3. Computer Science > Neural Networks, Not in use > -Oil and Gas