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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Wei Li

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Open access Aug 2026

Physics-Regularized Heat-Source-Conditioned FNO-LA Surrogate for Coupled Neutronic–Thermal Field Prediction in a Steady-State Single-Rod Benchmark

High-fidelity neutronic–thermal simulations provide detailed field information, but remain expensive for repeated evaluation. This study develops a physics-regularized heat-source-conditioned Fourier neural operator with linear attention (HSC-FNO-LA) for predicting the volumetric heat-source field Q and temperature fie...

Jia-Hao Ji, Yuanfeng Wang, Chunbing Wu et al. · 0 citations
#diffusion models Open access Aug 2026

Air-Dispersion-Model-Based Identification and Sparse Regression Inversion of Radon Sources in Uranium-Mine Roadways

Source identification in confined underground ventilation systems is essential for hazardous-gas monitoring, and uranium-mine radon provides a representative case in which release locations and strengths must be inferred from limited concentration measurements. This presents an underdetermined, ill-posed inverse proble...

Yuanfeng Wang, Jia-Hao Ji, Chun-Bin Wu et al. · 0 citations

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