Roberto Perera

According to our database, Roberto Perera authored at least 4 papers between 2021 and 2024.

Collaborative distances:

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

2024

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

Roberto Perera, Vinamra Agrawal

CoRR, 2024

2022

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

Roberto Perera, Vinamra Agrawal

CoRR, 2022

2021

Shedding some light on Light Up with Artificial Intelligence.

Libo Sun, James Browning, Roberto Perera

CoRR, 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