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05/25/2023
PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
The generalization of neural networks is a central challenge in machine ...
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10/05/2020
Deep Reinforcement Learning for Electric Vehicle Routing Problem with Time Windows
The past decade has seen a rapid penetration of electric vehicles (EV) i...
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06/14/2019
Computing Committor Functions for the Study of Rare Events Using Deep Learning
The committor function is a central object of study in understanding tra...
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05/31/2018
