Chris D. Cantwell
- Techniques for automated local activation time annotation and conduction velocity estimation in cardiac mapping
2015/04/25 by Chris D. Cantwell, C.D. Cantwell, Caroline H. Roney +9 · 27 citations
Medicine · Neuroscience · #Cardiac electrophysiology and arrhythmias #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces
- Towards Fast Simulation of Environmental Fluid Mechanics with Multi-Scale Graph Neural Networks
2022/05/05 by Mario Lino, Lino, Mario, Stathi Fotiadis +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
- 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
- Approximating the solution to wave propagation using deep neural networks
2018/12/04 by Wilhelm E. Sorteberg, Sorteberg, Wilhelm E., Stefania Garasto +7 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Flow Measurement and Analysis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Underwater Acoustics Research