Yin, Jia

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, Bassi, Hardeep, Yuanran Zhu +11 · 3 citations
   Physics and Astronomy · #Model Reduction and Neural Networks #Quantum, superfluid, helium dynamics #Quantum many-body systems
3. Manipulating chiral-spin transport with ferroelectric polarization
   2023/06/03 by Huang, Xiaoxi, Chen, Xianzhe, Li, Yuhang +28 · 2 citations
   #Applied Physics (physics.app-ph) #FOS: Physical sciences
4. Predicting nonequilibrium Green's function dynamics and photoemission spectra via nonlinear integral operator learning
   2024/07/13 by Yuanran Zhu, Yin Jia, Zhu, Yuanran +7 · 3 citations
   Physics and Astronomy · #Spectroscopy and Quantum Chemical Studies
5. 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
6. Using dynamic mode decomposition to predict the dynamics of a two-time non-equilibrium Green's function
   2022/03/28 by Yin Jia, Yin, Jia, Yang‐Hao Chan +9 · 1 citation
   Physics and Astronomy · Chemistry · #Quantum, superfluid, helium dynamics #Advanced Chemical Physics Studies #Spectroscopy and Laser Applications
7. 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