Agrawal, Vinamra
- Block structured adaptive mesh refinement and strong form elasticity approach to phase field fracture with applications to delamination, crack branching and crack deflection
2021/02/19 by Agrawal, Vinamra, Runnels, Brandon · 2 citations
#FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
- Multiscale graph neural networks with adaptive mesh refinement for accelerating mesh-based simulations
2024/02/14 by Roberto Perera, Perera, Roberto, Vinamra Agrawal +1 · 4 citations
Computer Science · #Computational Engineering #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Finance #and Science (cs.CE)
- Dynamic and adaptive mesh-based graph neural network framework for simulating displacement and crack fields in phase field models
2022/08/30 by Roberto Perera, Vinamra Agrawal, Perera, Roberto +1 · 2 citations
Engineering · #Concrete Properties and Behavior #FOS: Physical sciences #Infrastructure Maintenance and Monitoring #Materials Science (cond-mat.mtrl-sci) #Numerical methods in engineering
- A generalized machine learning framework for brittle crack problems using transfer learning and graph neural networks
2022/11/22 by Roberto Perera, Vinamra Agrawal, Perera, Roberto +1 · 2 citations
Engineering · #Concrete Properties and Behavior #FOS: Computer and information sciences #FOS: Physical sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Rock Mechanics and Modeling
- The Alamo multiphysics solver for phase field simulations with strong-form mechanics and block structured adaptive mesh refinement
2025/03/11 by Runnels, Brandon, Agrawal, Vinamra, Meier, Maycon · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Physical sciences