Vinamra Agrawal

According to our database, Vinamra Agrawal authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

A Foundation Model for Material Fracture Prediction.

Agnese Marcato, Aleksandra Pachalieva, Ryley G. Hill, Kai Gao, Xiaoyu Wang, Esteban Rougier, Zhou Lei, Vinamra Agrawal, Janel Chua, Qinjun Kang, Jeffrey D. Hyman, Abigail Hunter, Nathan DeBardeleben, Earl Lawrence, Hari S. Viswanathan, Daniel O'Malley, Javier E. Santos

CoRR, July, 2025

2024

Multiscale graph neural networks with adaptive mesh refinement for accelerating mesh-based simulations.

Roberto Perera, Vinamra Agrawal

CoRR, 2024

2022

Robust, strong form mechanics on an adaptive structured grid: efficiently solving variable-geometry near-singular problems with diffuse interfaces.

Vinamra Agrawal, Brandon Runnels

CoRR, 2022

A generalized machine learning framework for brittle crack problems using transfer learning and graph neural networks.

Roberto Perera, Vinamra Agrawal

CoRR, 2022

2021

Massively parallel finite difference elasticity using block-structured adaptive mesh refinement with a geometric multigrid solver.

Brandon Runnels, Vinamra Agrawal, Weiqun Zhang, Ann S. Almgren

J. Comput. Phys., 2021

Optimized and autonomous machine learning framework for characterizing pores, particles, grains and grain boundaries in microstructural images.

Roberto Perera, Davide Guzzetti, Vinamra Agrawal

CoRR, 2021

2020

Energy Optimisation of Cascading Neural-network Classifiers.

Vinamra Agrawal, Anandha Gopalan

Proceedings of the 9th International Conference on Smart Cities and Green ICT Systems, 2020