Jones, Reese

1. Tensor Basis Gaussian Process Models of Hyperelastic Materials
   2019/12/23 by Frankel, Ari, Jones, Reese, Swiler, Laura · 8 citations
   #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Machine Learning (stat.ML) #and Science (cs.CE)
2. Inverse design of anisotropic microstructures using physics-augmented neural networks
   2024/12/17 by Asghar Jadoon, Jadoon, Asghar A., Karl A. Kalina +7 · 8 citations
   Engineering · #Topology Optimization in Engineering #Manufacturing Process and Optimization #Laser and Thermal Forming Techniques
3. Prediction of the evolution of the stress field of polycrystals\n undergoing elastic-plastic deformation with a hybrid neural network model
   2019/10/07 by Ari Frankel, Kousuke Tachida, Frankel, Ari +3 · 1 citation
   Engineering · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Hydrogen embrittlement and corrosion behaviors in metals #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Microstructure and Mechanical Properties of Steels