Scholar
Reese E. Jones
Google Scholar ID: KSno6a4AAAAJ
Sandia National Laboratories
physics
chemistry
mechanical engineering
computational science
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
5,286
H-index
35
i10-index
119
Publications
20
Co-authors
57
list available
Publications
8 items
Interval and fuzzy physics-augmented neural networks (iPANN and fPANN) for uncertainty quantification and propagation in constitutive modeling
2026
Cited
0
Multiscale topology optimization of compressible and nearly incompressible anisotropic hyperelastic structures using physics-augmented neural networks
2026
Cited
0
GenUQ: Predictive Uncertainty Estimates via Generative Hyper-Networks
2025
Cited
0
Thermodynamically Consistent Hybrid and Permutation-Invariant Neural Yield Functions for Anisotropic Plasticity
2025
Cited
0
Physics Augmented Machine Learning Discovery of Composition-Dependent Constitutive Laws for 3D Printed Digital Materials
2025
Cited
0
Uncertainty quantification of neural network models of evolving processes via Langevin sampling
2025
Cited
0
Input Specific Neural Networks
2025
Cited
0
A Direct-adjoint Approach for Material Point Model Calibration with Application to Plasticity
2025
Cited
0
Co-authors
4 total
A. Talin
Sandia National Laboratories
Greg Wagner
Northwestern University
Sylvie Aubry
Research Staff, Lawrence Livermore National Laboratory
Coleman Alleman
Sandia National Laboratories
