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02/03/2023
Failure-informed adaptive sampling for PINNs, Part II: combining with re-sampling and subset simulation
This is the second part of our series works on failure-informed adaptive...
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10/01/2022
Failure-informed adaptive sampling for PINNs
Physics-informed neural networks (PINNs) have emerged as an effective te...
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09/30/2021
A Sufficient Condition for Convex Hull Property in General Convex Spatio-Temporal Corridors
Motion planning is one of the key modules in autonomous driving systems ...
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03/02/2021
A Variational Integrator for the Discrete Element Method
A novel implicit integration scheme for the Discrete Element Method (DEM...
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04/17/2020
