3 papers
cond-mat.mtrl-sci2025
A Review of AI-Driven Approaches for Nanoscale Heat Conduction and Radiation
Ziqi Guo, Daniel Carne, Krutarth Khot +3
Heat conduction and radiation are two of the three fundamental modes of heat transfer, playing a critical role in a wide range of scientific and engineering applications ranging fr…
cond-mat.mtrl-sci2025
FourPhonon_GPU: A GPU-accelerated framework for calculating phonon scattering rates and thermal conductivity
Ziqi Guo, Xiulin Ruan, Guang Lin
Accurately predicting phonon scattering is crucial for understanding thermal transport properties. However, the computational cost of such calculations, especially for four-phonon…
cs.LG2024
Where to Build Food Banks and Pantries: A Two-Level Machine Learning Approach
Gavin Ruan, Ziqi Guo, Guang Lin
Over 44 million Americans currently suffer from food insecurity, of whom 13 million are children. Across the United States, thousands of food banks and pantries serve as vital sour…