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07/26/2023
Neural Schrödinger Bridge with Sinkhorn Losses: Application to Data-driven Minimum Effort Control of Colloidal Self-assembly
We show that the minimum effort control of colloidal self-assembly can b...
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04/02/2023
Optimal Mass Transport over the Euler Equation
We consider the finite horizon optimal steering of the joint state proba...
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10/25/2022
Proximal Mean Field Learning in Shallow Neural Networks
Recent mean field interpretations of learning dynamics in over-parameter...
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08/19/2022
A Physics-informed Deep Learning Approach for Minimum Effort Stochastic Control of Colloidal Self-Assembly
We propose formulating the finite-horizon stochastic optimal control pro...
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02/17/2022