Tingwei Meng

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Image Denoising

Optimal Control Problems

Planning Problems

Partial Differential Equations

Top Venues

SIAM J. Sci. Comput.

J. Comput. Phys.

Publications

Zongren Zou, Tingwei Meng, Paula X. Chen, Jérôme Darbon, George Em Karniadakis
Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning. CoRR (2024)
Tingwei Meng, Siting Liu, Wuchen Li, Stanley J. Osher
A Primal-dual hybrid gradient method for solving optimal control problems and the corresponding Hamilton-Jacobi PDEs. CoRR (2024)
Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. L4DC (2024)
Paula X. Chen, Jérôme Darbon, Tingwei Meng
Hopf-type representation formulas and efficient algorithms for certain high-dimensional optimal control problems. Comput. Math. Appl. 161 (2024)
Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
Leveraging Multitime Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. SIAM J. Sci. Comput. 46 (2) (2024)
Jérôme Darbon, Peter M. Dower, Tingwei Meng
Neural network architectures using min-plus algebra for solving certain high-dimensional optimal control problems and Hamilton-Jacobi PDEs. Math. Control. Signals Syst. 35 (1) (2023)
Liu Yang, Siting Liu, Tingwei Meng, Stanley J. Osher
In-Context Operator Learning for Differential Equation Problems. CoRR (2023)
Liu Yang, Tingwei Meng, Siting Liu, Stanley J. Osher
Prompting In-Context Operator Learning with Sensor Data, Equations, and Natural Language. CoRR (2023)
Paula Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. CoRR (2023)
Paula Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. CoRR (2023)
Tingwei Meng, Wenbo Hao, Siting Liu, Stanley J. Osher, Wuchen Li
Primal-dual hybrid gradient algorithms for computing time-implicit Hamilton-Jacobi equations. CoRR (2023)
Jérôme Darbon, Tingwei Meng, Elena Resmerita
On Hamilton-Jacobi PDEs and Image Denoising Models with Certain Nonadditive Noise. J. Math. Imaging Vis. 64 (4) (2022)
Tingwei Meng, Zhen Zhang, Jérôme Darbon, George Em Karniadakis
SympOCnet: Solving optimal control problems with applications to high-dimensional multi-agent path planning problems. CoRR (2022)
Tingwei Meng, Zhen Zhang, Jérôme Darbon, George E. Karniadakis
SympOCnet: Solving Optimal Control Problems with Applications to High-Dimensional Multiagent Path Planning Problems. SIAM J. Sci. Comput. 44 (6) (2022)
Jérôme Darbon, Gabriel Provencher Langlois, Tingwei Meng
Connecting Hamilton-Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors. CoRR (2021)
Jérôme Darbon, Peter M. Dower, Tingwei Meng
Neural network architectures using min plus algebra for solving certain high dimensional optimal control problems and Hamilton-Jacobi PDEs. CoRR (2021)
Liu Yang, Tingwei Meng, George Em Karniadakis
Measure-conditional Discriminator with Stationary Optimum for GANs and Statistical Distance Surrogates. CoRR (2021)
Jérôme Darbon, Tingwei Meng, Elena Resmerita
On Hamilton-Jacobi PDEs and image denoising models with certain non-additive noise. CoRR (2021)
Jérôme Darbon, Tingwei Meng
On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. J. Comput. Phys. 425 (2021)
Jérôme Darbon, Tingwei Meng
On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. CoRR (2020)
Jérôme Darbon, Tingwei Meng
On Decomposition Models in Imaging Sciences and Multi-time Hamilton-Jacobi Partial Differential Equations. SIAM J. Imaging Sci. 13 (2) (2020)