Model-based reasoning agents are ill-equipped to act in novel situations...
AI and machine learning based approaches are becoming ubiquitous in almo...
Faults are stochastic by nature while most man-made systems, and especia...
We demonstrate an end-to-end framework to improve the resilience of man-...
We introduce two block coordinate descent algorithms for solving optimiz...
Artificial intelligence (AI) has been increasingly applied in scientific...
This demo paper presents the first system for playing the popular Angry ...
To understand changes in physical systems and facilitate decisions,
expl...
Reduced-order models that accurately abstract high fidelity models and e...
We propose novel algorithms for design and design space exploration. The...
An additive manufacturing (AM) process often produces a near-net shape
...
Hybrid manufacturing (HM) technologies combine additive and subtractive
...