Zequn He

Orcid: 0000-0002-8565-0170

According to our database¹, Zequn He authored at least 3 papers between 2025 and 2026.

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Book In proceedings Article PhD thesis Dataset Other

2026

Nonlinear GENERIC Informed Neural Networks (N-GINNs): learning GENERIC dynamics with non-quadratic dissipation potentials.

[DOI]

CoRR, May, 2026

EVODMs: Variational learning of PDEs for stochastic systems via diffusion models with quantified epistemic uncertainty.

[DOI]

J. Comput. Phys., 2026

2025

SPIEDiff: robust learning of long-time macroscopic dynamics from short-time particle simulations with quantified epistemic uncertainty.

[DOI]

CoRR, May, 2025