Revanth Mattey

A novel sequential method to train physics informed neural networks for Allen Cahn and Cahn Hilliard equations

Revanth Mattey, Susanta Ghosh · Computer Methods in Applied Mechanics and Engineering · 2022 · 220 citations

Numerical Analysis, Numerical Method For Partial Differential Equation, Engineering +7

Phase-field fracture coupled elasto-plastic constitutive model for 3D printed thermoplastics and composites

Revanth Mattey, Ben Jewell, Susanta Ghosh et al. · Engineering Fracture Mechanics · 2023 · 23 citations

Materials Science, Fibre-reinforced Plastic, Engineering +11

Mechanistic understanding of the fracture toughening in chemically strengthened glass—experiments and phase-field fracture modeling

Benedict Egboiyi, Revanth Mattey, Shabnam Konica et al. · International Journal of Solids and Structures · 2021 · 17 citations

Materials Science, Glass-ceramic, Engineering +10

A Physics Informed Neural Network for Time-Dependent Nonlinear and Higher Order Partial Differential Equations

Revanth Mattey, Susanta Ghosh · arXiv (Cornell University) · 2021 · 11 citations · Full text