He, QiZhi

1. Physics-constrained deep neural network method for estimating parameters in a redox flow battery
   2021/06/21 by He, QiZhi, Stinis, Panos, Tartakovsky, Alexandre · 1 citation
   #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
2. JAX-MPM: A Learning-Augmented Differentiable Meshfree Framework for GPU-Accelerated Lagrangian Simulation and Geophysical Inverse Modeling
   2025/07/06 by Honghui Du, Qizhi He, Du, Honghui +1 · 2 citations
   Environmental Science · Engineering · Earth and Planetary Sciences · #Landslides and related hazards #Soil and Unsaturated Flow #Seismic Imaging and Inversion Techniques
3. Neural-Integrated Meshfree (NIM) Method: A differentiable programming-based hybrid solver for computational mechanics
   2023/11/21 by Du, Honghui, He, QiZhi · 1 citation
   #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
4. History-Aware Neural Operator: Robust Data-Driven Constitutive Modeling of Path-Dependent Materials
   2025/06/12 by Guo, Binyao, Lin, Zihan, He, QiZhi · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. A Hybrid Deep Neural Operator/Finite Element Method for Ice-Sheet Modeling
   2023/01/26 by He, QiZhi, Perego, Mauro, Howard, Amanda A. +2 · 1 citation
   #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG)