| Nonparametric inference of interaction laws in systems of agents from trajectory data MM F. Lu, M. Zhong, S. Tang Proceedings of the National Academy of Sciences of the USA. 116 (3), 14424 …, 2019 | 133 | 2019 |
| Physics-informed neural networks with adaptive localized artificial viscosity EJR Coutinho, M Dall'Aqua, L McClenny, M Zhong, U Braga-Neto, ... Journal of Computational Physics 489, 112265, 2023 | 53 | 2023 |
| Data-driven discovery of emergent behaviors in collective dynamics M Zhong, J Miller, M Maggioni Physica D: Nonlinear Phenomena 411, 132542, 2020 | 32 | 2020 |
| A stochastic mortar mixed finite element method for flow in porous media with multiple rock types B Ganis, I Yotov, M Zhong SIAM Journal on Scientific Computing 33 (3), 1439-1474, 2011 | 20 | 2011 |
| Learning Theory for Inferring Interaction Kernels in Second-Order Interacting Agent Systems J Miller, S Tang, M Zhong, M Maggioni Sampling Theory, Signal Processing, and Data Analysis 21 (21), 2020 | 14 | 2020 |
| Learning Interaction Kernels for Agent Systems on Riemannian Manifolds M Maggioni, J Miller, H Qiu, M Zhong Proceedings of the 38th International Conference on Machine Learning 139 …, 2021 | 13 | 2021 |
| Attractive and repulsive interactions in the one-dimensional swarmalator model B Hao, M Zhong, K O'Keeffe Physical Review E 108 (6), 064214, 2023 | 12 | 2023 |
| Learning Interaction Variables and Kernels from Observations of Agent-Based Systems J Feng, M Maggioni, P Martin, M Zhong 25th International Symposium on Mathematical Theory of Networks and Systems, 2022 | 8 | 2022 |
| Using Physics Informed Neural Networks for Supernova Radiative Transfer Simulation X Chen, DJ Jeffery, M Zhong, L McClenny, U Braga-Neto, L Wang arXiv preprint arXiv:2211.05219, 2022 | 6 | 2022 |
| On the Sparsity of LASSO Minimizers in Sparse Data Recovery S Foucart, E Tadmor, M Zhong Constructive Approximation, 2022 | 6 | 2022 |
| Structure Preserving PINN for Solving Time Dependent PDEs with Periodic Boundary B Hao, U Braga-Neto, C Liu, L Wang, M Zhong arXiv preprint arXiv:2404.16189, 2024 | 5 | 2024 |
| Learning Collective Behaviors from Observation J Feng, M Zhong Explorations in the Mathematics of Data Science: The Inaugural Volume of the …, 2024 | 2 | 2024 |
| Label Propagation Training Schemes for Physics-Informed Neural Networks and Gaussian Processes M Zhong, D Liu, R Arroyave, U Braga-Neto arXiv preprint arXiv:2404.05817, 2024 | 2 | 2024 |
| Learning Stochastic Dynamics from Data Z Guo, I Cialenco, M Zhong ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024 | 2 | 2024 |
| PINNs-Based Uncertainty Quantification for Transient Stability Analysis R Wang, M Zhong, K Xu, LG Sánchez-Cortés, IC Guerra arXiv preprint arXiv:2311.12947, 2023 | 2 | 2023 |
| The emergence of lines of hierarchy in collective motion of biological systems JM Greene, E Tadmor, M Zhong Physical Biology 20 (5), 055001, 2023 | 2 | 2023 |
| Towards Saner Deep Image Registration B Duan, M Zhong, Y Yan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 2 | 2023 |
| Hierarchical Reconstruction Method for Solving Ill-posed Linear Inverse Problems M Zhong University of Maryland, 2016 | 2 | 2016 |
| Grassmannian packings: Trust-region stochastic tuning for matrix incoherence J Park, C Saltijeral, M Zhong 2022 58th Annual Allerton Conference on Communication, Control, and …, 2022 | 1 | 2022 |
| Iterative Refinement of A Modified Lavrentiev Regularization Method for De-convolution of the Discrete Helmholtz Type Differential Filter N Mays, M Zhong arXiv preprint arXiv:1801.08913, 2018 | 1 | 2018 |
Mauro MaggioniBloomberg Distinguished Professor of Mathematics, and Applied Mathematics and Statisticsایمیل تأیید شده در jhu.edu