Published June 5, 2026 | Version v1

Generated Data and Trained Checkpoints for a PC-FNO Thermal-Management Heat-Conduction Surrogate Study

Authors/Creators

  • 1. Chongqing University of Technology

Description

This dataset archive contains generated finite-difference heat-conduction datasets, trained neural-surrogate checkpoints, and numerical experiment outputs used in the manuscript entitled "A Physics-Constrained Fourier Neural Operator Surrogate for Thermal-Management Heat Conduction and Sparse-Sensor Heat-Source Inversion". The archive supports reproduction of the reported U-Net, FNO, PC-FNO, lightweight DeepONet, out-of-distribution, grid-verification, sensitivity, and sparse-sensor inverse heat-source identification studies. The companion code and reproducibility material are provided separately as Supplementary_Code_Reproducibility.zip.

Notes

Archive SHA256: CA85200E33511FBB9B2B3E2159AE6FB1CBDC8C61D68974DD762A6CBF1EFBF827. File size: 1260230169 bytes. No specific funding was received for this work.

Files

Supplementary_Data_Checkpoints.zip

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