Lino, Mario

1. Simulating Continuum Mechanics with Multi-Scale Graph Neural Networks
   2021/06/09 by Lino, Mario, Cantwell, Chris, Bharath, Anil A. +1 · 6 citations
   #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG)
2. Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks
   2022/05/05 by Mario Lino, Stathi Fotiadis, Lino, Mario +5 · 4 citations
   Computer Science · Engineering · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks
3. Disentangled Generative Models for Robust Prediction of System Dynamics
   2021/08/26 by Stathi Fotiadis, Mario Lino, Fotiadis, Stathi +8 · 1 citation
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Time Series Analysis and Forecasting