Vinamra Agrawal

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Mesh Refinement

Top Venues

J. Comput. Phys.

Publications

Roberto Perera, Vinamra Agrawal
Multiscale graph neural networks with adaptive mesh refinement for accelerating mesh-based simulations. CoRR (2024)
Roberto Perera, Vinamra Agrawal
A generalized machine learning framework for brittle crack problems using transfer learning and graph neural networks. CoRR (2022)
Vinamra Agrawal, Brandon Runnels
Robust, strong form mechanics on an adaptive structured grid: efficiently solving variable-geometry near-singular problems with diffuse interfaces. CoRR (2022)
Roberto Perera, Davide Guzzetti, Vinamra Agrawal
Optimized and autonomous machine learning framework for characterizing pores, particles, grains and grain boundaries in microstructural images. CoRR (2021)
Brandon Runnels, Vinamra Agrawal, Weiqun Zhang, Ann S. Almgren
Massively parallel finite difference elasticity using block-structured adaptive mesh refinement with a geometric multigrid solver. J. Comput. Phys. 427 (2021)
Vinamra Agrawal, Anandha Gopalan
Energy Optimisation of Cascading Neural-network Classifiers. SMARTGREENS (2020)
Brandon Runnels, Vinamra Agrawal, Weiqun Zhang, Ann S. Almgren
Massively parallel finite difference elasticity using a block-structured adaptive mesh refinement with a geometric multigrid solver. CoRR (2020)