Thermal Management and Phase Change Fast Simulation Based on POD Reduction

Patent Notice: The underlying algorithms of this research have been submitted for two National Invention Patents (Application Nos.: 2026117201335, 202611720825X). This paper introduces a fast simulation method for thermal management and phase change based on POD reduction.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-03
DOI
https://doi.org/10.5281/zenodo.23911479
Primary Topic
Model Reduction and Neural Networks
Type
preprint
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preprint

Thermal Management and Phase Change Fast Simulation Based on POD Reduction

Caiyi Zhu
Zenodo (CERN European Organization for Nuclear Research)
Model Reduction and Neural Networks
preprint

Thermal Management and Phase Change Fast Simulation Based on POD Reduction

Caiyi Zhu
preprint en

Abstract

Patent Notice: The underlying algorithms of this research have been submitted for two National Invention Patents (Application Nos.: 2026117201335, 202611720825X). This paper introduces a fast simulation method for thermal management and phase change based on POD reduction.

Zenodo (CERN European Organization for Nuclear Research)
Model Reduction and Neural Networks
DOIOpen Access PDFOpenAlex
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Thermal Management and Phase Change Fast Simulation Based on POD Reduction — Caiyi Zhu · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS