Ham, David A.

1. Exposing and exploiting structure: optimal code generation for high-order finite element methods
   2017/11/07 by Miklós Homolya, Homolya, Miklós, Robert C. Kirby +3 · 1 citation
   Engineering · #Advanced Numerical Methods in Computational Mathematics #Computational Fluid Dynamics and Aerodynamics #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)
2. Differentiable programming across the PDE and Machine Learning barrier
   2024/09/09 by Nacime Bouziani, David A. Ham, Bouziani, Nacime +2 · 2 citations
   Computer Science · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)
3. Physics-driven machine learning models coupling PyTorch and Firedrake
   2023/03/13 by Nacime Bouziani, Bouziani, Nacime, David A. Ham +1 · 1 citation
   Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Model Reduction and Neural Networks #Modeling and Simulation Systems #Numerical Analysis (math.NA)
4. Consistent Point Data Assimilation in Firedrake and Icepack
   2023/04/12 by Nixon-Hill, Reuben W., Shapero, Daniel, Cotter, Colin J. +1 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)