Roberto Perera

1. Multiscale graph neural networks with adaptive mesh refinement for accelerating mesh-based simulations
   2024/02/14 by Roberto Perera, Vinamra Agrawal, Perera, Roberto +1 · 2 citations
   Computer Science · #Computational Engineering #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Finance #and Science (cs.CE)
2. 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 · 1 citation
   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