Tingwei Meng

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

Jérôme Darbon, Gabriel P. Langlois, Tingwei Meng · Research in the Mathematical Sciences · 2020 · 97 citations

Natural Sciences, Mathematics, Differential Equations +10

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

Jérôme Darbon, Tingwei Meng · Journal of Computational Physics · 2020 · 67 citations · Full text

Natural Sciences, Mathematics, Differential Equations +12

In-context operator learning with data prompts for differential equation problems

Liu Yang, Tingwei Meng, Stanley Osher · Proceedings of the National Academy of Sciences · 2023 · 44 citations · Full text

Computing, Computer Science, Mathematics +17

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

Jérôme Darbon, Peter M. Dower, Tingwei Meng · Mathematics of Control Signals and Systems · 2022 · 20 citations

Natural Sciences, Mathematics, Artificial Intelligence +13

Matrix metalloproteinase-initiated aggregation of melanin nanoparticles as highly efficient contrast agent for enhanced tumor accumulation and dual-modal imaging

Tingwei Meng, Bo Fan, Qian Li et al. · Journal of Materials Chemistry B · 2020 · 19 citations

Medicine, Biomedical Engineering, Oncology +17