Work

Consensus-Based Adaptive Sampling and Approximation for High-Dimensional Energy Landscapes

Year: 2026

Type: article

Source: SIAM Journal on Scientific Computing

DOI: 10.1137/25m1764967

Authors: Liyao Lyu, Huan Lei

Institution: Michigan State University

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: closed

Funder: National Science Foundation

Awards: CAREER: Machine-Learning Construction of Energy-Stable Non-Newtonian Fluid Hydrodynamics with Molecular Fidelity, Machine-Learning-Based Modeling of Multiscale Dynamic Systems with Non-Markovian State-Dependent Memory

OpenAlex ID: W7204867143

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Cites: 44

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