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Sui Tang

Data-Driven Model Selections of Second-Order Particle Dynamics via Integrating Gaussian Processes with Low-Dimensional Interacting Structures

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Nov 01, 2023
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Learning Transition Operators From Sparse Space-Time Samples

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Dec 01, 2022
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Data-driven discovery of interacting particle systems using Gaussian processes

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Jun 04, 2021
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Learning Theory for Inferring Interaction Kernels in Second-Order Interacting Agent Systems

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Oct 08, 2020
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Learning interaction kernels in stochastic systems of interacting particles from multiple trajectories

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Jul 30, 2020
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Learning interaction kernels in heterogeneous systems of agents from multiple trajectories

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Oct 21, 2019
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Nonparametric inference of interaction laws in systems of agents from trajectory data

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Dec 31, 2018
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