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A Physics-informed Deep Learning Approach for Minimum Effort Stochastic Control of Colloidal Self-Assembly

A Physics-informed Deep Learning Approach for Minimum Effort Stochastic Control of Colloidal Self-Assembly

Iman Nodozi
Jared O’Leary
A. Mesbah
A. Halder
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Papers citing "A Physics-informed Deep Learning Approach for Minimum Effort Stochastic Control of Colloidal Self-Assembly"

7 / 7 papers shown
Title
On the Hopf-Cole Transform for Control-affine Schrödinger Bridge
On the Hopf-Cole Transform for Control-affine Schrödinger Bridge
Alexis M. H. Teter
A. Halder
36
0
0
22 Mar 2025
Dynamical Measure Transport and Neural PDE Solvers for Sampling
Dynamical Measure Transport and Neural PDE Solvers for Sampling
Jingtong Sun
Julius Berner
Lorenz Richter
Marius Zeinhofer
Johannes Müller
Kamyar Azizzadenesheli
Anima Anandkumar
OT
DiffM
42
8
0
10 Jul 2024
Schrödinger Bridge with Quadratic State Cost is Exactly Solvable
Schrödinger Bridge with Quadratic State Cost is Exactly Solvable
Alexis M. H. Teter
Wenqing Wang
Abhishek Halder
OT
49
5
0
01 Jun 2024
Stochastic Learning of Computational Resource Usage as Graph Structured Multimarginal Schrödinger Bridge
Stochastic Learning of Computational Resource Usage as Graph Structured Multimarginal Schrödinger Bridge
Georgiy A. Bondar
Robert Gifford
Linh Thi Xuan Phan
Abhishek Halder
36
0
0
21 May 2024
Physics-Informed Neural Networks with Hard Linear Equality Constraints
Physics-Informed Neural Networks with Hard Linear Equality Constraints
Hao Chen
Gonzalo E. Constante-Flores
Canzhou Li
PINN
21
11
0
11 Feb 2024
Neural Schrödinger Bridge with Sinkhorn Losses: Application to Data-driven Minimum Effort Control of Colloidal Self-assembly
Neural Schrödinger Bridge with Sinkhorn Losses: Application to Data-driven Minimum Effort Control of Colloidal Self-assembly
Iman Nodozi
Charlie Yan
Mira M. Khare
A. Halder
A. Mesbah
27
5
0
26 Jul 2023
Optimal Mass Transport over the Euler Equation
Optimal Mass Transport over the Euler Equation
Charlie Yan
Iman Nodozi
A. Halder
OT
22
1
0
02 Apr 2023