| Controlling propagation of epidemics via mean-field control W Lee, S Liu, H Tembine, W Li, S Osher SIAM Journal on Applied Mathematics 81 (1), 190-207, 2021 | 80 | 2021 |
| In-context operator learning with data prompts for differential equation problems L Yang, S Liu, T Meng, SJ Osher Proceedings of the National Academy of Sciences 120 (39), e2310142120, 2023 | 54* | 2023 |
| Computational methods for first-order nonlocal mean field games with applications S Liu, M Jacobs, W Li, L Nurbekyan, SJ Osher SIAM Journal on Numerical Analysis 59 (5), 2639-2668, 2021 | 52* | 2021 |
| A numerical algorithm for inverse problem from partial boundary measurement arising from mean field game problem YT Chow, SW Fung, S Liu, L Nurbekyan, S Osher Inverse Problems 39 (1), 014001, 2022 | 33 | 2022 |
| Mean field control problems for vaccine distribution W Lee, S Liu, W Li, S Osher Research in the Mathematical Sciences 9 (3), 51, 2022 | 32 | 2022 |
| Joint sensing task assignment and collision-free trajectory optimization for mobile vehicle networks using mean-field games Y Kang, S Liu, H Zhang, W Li, Z Han, S Osher, HV Poor IEEE Internet of Things Journal 8 (10), 8488-8503, 2020 | 21 | 2020 |
| Task selection and collision-free route planning for mobile crowdsensing using multi-population mean-field games Y Kang, S Liu, H Zhang, Z Han, S Osher, HV Poor IEEE Transactions on Green Communications and Networking 5 (4), 1947-1960, 2021 | 18 | 2021 |
| Splitting methods for a class of non-potential mean field games S Liu, L Nurbekyan arXiv preprint arXiv:2007.00099, 2020 | 18 | 2020 |
| High order computation of optimal transport, mean field planning, and potential mean field games G Fu, S Liu, S Osher, W Li Journal of Computational Physics, 112346, 2023 | 16 | 2023 |
| Controlling propagation of epidemics via mean-field games W Lee, S Liu, H Tembine, W Li, S Osher arXiv preprint arXiv:2006.01249, 2020 | 15 | 2020 |
| Controlling conservation laws I: Entropy–entropy flux W Li, S Liu, S Osher Journal of Computational Physics 480, 112019, 2023 | 14 | 2023 |
| A kernel formula for regularized Wasserstein proximal operators W Li, S Liu, S Osher arXiv preprint arXiv:2301.10301, 2023 | 12 | 2023 |
| A primal-dual approach for solving conservation laws with implicit in time approximations S Liu, S Osher, W Li, CW Shu Journal of Computational Physics 472, 111654, 2023 | 11 | 2023 |
| Controlling conservation laws ii: Compressible navier–stokes equations W Li, S Liu, S Osher Journal of Computational Physics 463, 111264, 2022 | 11 | 2022 |
| Joint task assignment and trajectory optimization for a mobile robot swarm by mean-field game Y Kang, S Liu, W Lee, H Zhang, W Li, Z Han GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 9 | 2020 |
| Wasserstein proximal operators describe score-based generative models and resolve memorization BJ Zhang, S Liu, W Li, MA Katsoulakis, SJ Osher arXiv preprint arXiv:2402.06162, 2024 | 8 | 2024 |
| Fine-tune language models as multi-modal differential equation solvers L Yang, S Liu, SJ Osher arXiv preprint arXiv:2308.05061, 2023 | 8 | 2023 |
| Task selection and route planning for mobile crowd sensing using multi-population mean-field games Y Kang, S Liu, H Zhang, Z Han, S Osher, HV Poor ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 8 | 2021 |
| Dynamical Optimal Transport of Nonlinear Control-Affine Systems K Elamvazhuthi, S Liu, W Li, S Osher | 5* | |
| A first-order computational algorithm for reaction-diffusion type equations via primal-dual hybrid gradient method S Liu, S Liu, S Osher, W Li arXiv preprint arXiv:2305.03945, 2023 | 2 | 2023 |
