Tingwei Meng

Measure-conditional Discriminator with Stationary Optimum for GANs and Statistical Distance Surrogates pdf

Liu Yang, George Em Karniadakis, Tingwei Meng, 2021, ArXiv.

On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations

Tingwei Meng, Jerome Darbon, 2021, J. Comput. Phys..

On Decomposition Models in Imaging Sciences and Multi-time Hamilton-Jacobi Partial Differential Equations

Tingwei Meng, J'erome Darbon, J. Darbon, 2019, SIAM J. Imaging Sci..

SympOCnet: Solving optimal control problems with applications to high-dimensional multi-agent path planning problems pdf

George Em Karniadakis, Tingwei Meng, Zhen Zhang, 2022, SIAM J. Sci. Comput..

On Hamilton-Jacobi PDEs and image denoising models with certain non-additive noise pdf

Tingwei Meng, Elena Resmerita, J'erome Darbon, 2021, ArXiv.

Neural network architectures using min plus algebra for solving certain high dimensional optimal control problems and Hamilton-Jacobi PDEs pdf

Peter M. Dower, Tingwei Meng, J'erome Darbon, 2021, ArXiv.

Connecting Hamilton-Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors pdf

Tingwei Meng, J'erome Darbon, Gabriel P. Langlois, 2021, Handbook of Mathematical Models and Algorithms in Computer Vision and Imaging.

Hopf-type representation formulas and efficient algorithms for certain high-dimensional optimal control problems

Tingwei Meng, J'erome Darbon, Paula Chen, 2021 .

Lax-Oleinik-type formulas and efficient algorithms for certain high-dimensional optimal control problems

Tingwei Meng, J'erome Darbon, Paula Chen, 2021 .

Overcoming the curse of dimensionality for some Hamilton–Jacobi partial differential equations via neural network architectures

Tingwei Meng, Jerome Darbon, Gabriel P. Langlois, 2019 .