Di Leoni, Patricio Clark
- Physics-informed neural network for ultrasound nondestructive quantification of surface breaking cracks
2020/05/07 by Khemraj Shukla, Shukla, Khemraj, Patricio Clark Di Leoni +7 · 6 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Reconstructing Rayleigh-Benard flows out of temperature-only measurements using Physics-Informed Neural Networks
2023/01/18 by Patricio Clark Di Leoni, Di Leoni, Patricio Clark, Lokahith Agasthya +5 · 1 citation
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Statistics and Probability (physics.data-an)
- Generation of Turbulent States using Physics-Informed Neural Networks
2022/09/09 by Sofía Angriman, Pablo Cobelli, Angriman, Sofia +7 · 1 citation
Physics and Astronomy · Engineering · Earth and Planetary Sciences · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Meteorological Phenomena and Simulations