Ravi G. Patel

1. Thermodynamically consistent physics-informed neural networks for hyperbolic systems
   2020/12/09 by Ravi G. Patel, Indu Manickam, Patel, Ravi G. +11 · 8 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows #Lattice Boltzmann Simulation Studies
2. A block coordinate descent optimizer for classification problems\n exploiting convexity
   2020/06/17 by Ravi G. Patel, Patel, Ravi G., Nathaniel Trask +5 · 1 citation
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optical measurement and interference techniques
3. Nonlinear integro-differential operator regression with neural networks
   2018/10/19 by Ravi G. Patel, Patel, Ravi G., Olivier Desjardins +1 · 1 citation
   Engineering · Mathematics · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fractional Differential Equations Solutions #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Statistics and Probability (physics.data-an) #Thermoelastic and Magnetoelastic Phenomena