Ming Zhong

Orcid: 0000-0002-6829-2391

Affiliations:
  • Texas A&M University, Institute of Data Science, College Station, TX, USA
  • Johns Hopkins University, Department of Applied Mathematics & Statistics, Baltimore, MD, USA
  • University of Maryland, College Park, MD, USA (PhD 2016)


According to our database1, Ming Zhong authored at least 12 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

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Bibliography

2024
Structure Preserving PINN for Solving Time Dependent PDEs with Periodic Boundary.
CoRR, 2024

Label Propagation Training Schemes for Physics-Informed Neural Networks and Gaussian Processes.
CoRR, 2024

2023
Physics-informed neural networks with adaptive localized artificial viscosity.
J. Comput. Phys., 2023

Learning Collective Behaviors from Observation.
CoRR, 2023

2022
Learning Interaction Variables and Kernels from Observations of Agent-Based Systems.
CoRR, 2022

2021
Machine Learning for Discovering Effective Interaction Kernels between Celestial Bodies from Ephemerides.
CoRR, 2021

Learning Interaction Kernels for Agent Systems on Riemannian Manifolds.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Learning Theory for Inferring Interaction Kernels in Second-Order Interacting Agent Systems.
CoRR, 2020

Sparse recovery of noisy data using the Lasso method.
CoRR, 2020

2019
Data-driven Discovery of Emergent Behaviors in Collective Dynamics.
CoRR, 2019

2018
Nonparametric inference of interaction laws in systems of agents from trajectory data.
CoRR, 2018

2011
A Stochastic Mortar Mixed Finite Element Method for Flow in Porous Media with Multiple Rock Types.
SIAM J. Sci. Comput., 2011


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