15 results on '"Han, Jiequn"'
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2. Deep reinforcement learning in finite-horizon to explore the most probable transition pathway
3. A Neural Network Warm-Start Approach for the Inverse Acoustic Obstacle Scattering Problem
4. A class of dimension-free metrics for the convergence of empirical measures
5. An equivariant neural operator for developing nonlocal tensorial constitutive models
6. An Equivariant Neural Operator for Developing Nonlocal Tensorial Constitutive Models
7. A PDE-free, neural network-based eddy viscosity model coupled with RANS equations
8. Empowering Optimal Control with Machine Learning: A Perspective from Model Predictive Control
9. Frame-independent vector-cloud neural network for nonlocal constitutive modeling on arbitrary grids
10. An Equivariant Neural Operator for Developing Nonlocal Tensorial Constitutive Models
11. Learning nonlocal constitutive models with neural networks
12. DeepHAM: A Global Solution Method for Heterogeneous Agent Models with Aggregate Shocks
13. Solving high-dimensional eigenvalue problems using deep neural networks: A diffusion Monte Carlo like approach
14. Solving many-electron Schrödinger equation using deep neural networks
15. DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics
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