Jia Yin

1. Analyzing and predicting non-equilibrium many-body dynamics via dynamic mode decomposition
   2021/06/26 by Jia Yin, Yang‐Hao Chan, Yin, Jia +9 · 3 citations
   Engineering · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics and Vibration Analysis #Model Reduction and Neural Networks #Nuclear Engineering Thermal-Hydraulics #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el) #and Science (cs.CE)
2. Learning nonlinear integral operators via Recurrent Neural Networks and its application in solving Integro-Differential Equations
   2023/10/13 by Hardeep Bassi, Yuanran Zhu, Bassi, Hardeep +11 · 3 citations
   Physics and Astronomy · #Model Reduction and Neural Networks #Quantum, superfluid, helium dynamics #Quantum many-body systems
3. Uniform error bounds of exponential wave integrator methods for the long-time dynamics of the Dirac equation with small potentials
   2021/06/26 by Yue Feng, Jia Yin, Feng, Yue +1 · 1 citation
   Mathematics · Engineering · #Numerical methods for differential equations #Electromagnetic Simulation and Numerical Methods #Advanced Numerical Methods in Computational Mathematics
4. 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 · 1 citation
   Materials Science · Engineering · #Machine Learning in Materials Science #Semiconductor materials and devices #Thermal properties of materials
5. Investigation of anti-asthmatic constituents and mechanisms of Cimicifugae Rhizoma based on LC-MS analysis, network pharmacology and experimental validation
   2026/07/22 by Yi-Ming Yin, Wen-Xuan Ji, Jia Yin +5
6. Perturbative-NeuSA: A Structured Spectral Framework for Time-Dependent PDEs
   2026/07/27 by Xianli Zhu, Jia Yin
   #cs.LG #cs.NA #math.NA