Yao, Jia

1. Dynamic mode decomposition of nonequilibrium electron-phonon dynamics: accelerating the first-principles real-time Boltzmann equation
   2023/11/13 by Ivan Maliyov, Jia Yin, Maliyov, Ivan +7 · 2 citations
   Materials Science · Engineering · #Machine Learning in Materials Science #Semiconductor materials and devices #Thermal properties of materials
2. Advancing Simulations of Coupled Electron and Phonon Nonequilibrium Dynamics Using Adaptive and Multirate Time Integration
   2024/12/18 by Jia Yao, Ivan Maliyov, Yao, Jia +7 · 3 citations
   Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
3. Tensor Learning and Compression of N-phonon Interactions
   2025/03/07 by Yao Luo, Dhruv Mangtani, Luo, Yao +9 · 1 citation
   Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Quantum, superfluid, helium dynamics #Ultrasonics and Acoustic Wave Propagation