2 citations · 3 across the 6 of their papers we have counts for
4 papers · 1 filter
Faster Thermal Profiling of a Lunar Rover with Machine Learning Adapted Finite Difference Model
Samuel Weber, Zaki Hasnain, Souma Chowdhury
Autonomous space systems operating in extreme thermal environments require accurate and efficient thermal modeling to support both pre-mission system design and onboard autonomy. F…
Automated Generation of Diverse Courses of Actions for Multi-Agent Operations using Binary Optimization and Graph Learning
Prithvi Poddar, Ehsan Tarkesh Esfahani, Karthik Dantu +1
Operations in disaster response, search \& rescue, and military missions that involve multiple agents demand automated processes to support the planning of the courses of action (C…
Learning-aided Bigraph Matching Approach to Multi-Crew Restoration of Damaged Power Networks Coupled with Road Transportation Networks
Nathan Maurer, Harshal Kaushik, Roshni Anna Jacob +2
The resilience of critical infrastructure networks (CINs) after disruptions, such as those caused by natural hazards, depends on both the speed of restoration and the extent to whi…
Exploring Efficient Quantification of Modeling Uncertainties with Differentiable Physics-Informed Machine Learning Architectures
Manaswin Oddiraju, Bharath Varma Penumatsa, Divyang Amin +2
Quantifying and propagating modeling uncertainties is crucial for reliability analysis, robust optimization, and other model-based algorithmic processes in engineering design and c…