Numerical Analysis · Mathematics
A full order, reduced order and machine learning model pipeline for efficient prediction of reactive flows
Pavel Gavrilenko, Bernard Haasdonk, Oleg Iliev, Mario Ohlberger +4
2022-05-02
High Energy Physics - Phenomenology · Physics
\nu-Flows: Conditional Neutrino Regression
Matthew Leigh, John Andrew Raine, Knut Zoch, Tobias Golling
2023-07-19
Materials Science · Physics
Learning a reactive potential for silica-water through uncertainty attribution
Swagata Roy, Johannes P. Dürholt, Thomas S. Asche, Federico Zipoli +1
2023-07-06
Statistical Mechanics · Physics
Variationally Optimized Free Energy Flooding for Rate Calculation
James McCarty, Omar Valsson, Pratyush Tiwary, Michele Parrinello
2015-08-19
Machine Learning · Computer Science
Flow++: Improving Flow-Based Generative Models with Variational Dequantization and Architecture Design
Jonathan Ho, Xi Chen, Aravind Srinivas, Yan Duan +1
2019-05-17
Materials Science · Physics
High Pressure and Temperature Neural Network Reactive Force Field for Energetic Materials
Brenden W. Hamilton, Pilsun Yoo, Michael N. Sakano, Md Mahbubul Islam +1
2023-04-26
Machine Learning · Computer Science
Deep Fluids: A Generative Network for Parameterized Fluid Simulations
Byungsoo Kim, Vinicius C. Azevedo, Nils Thuerey, Theodore Kim +2
2019-09-05
Nuclear Experiment · Physics
Flow probe of symmetry energy in relativistic heavy-ion reactions
P. Russotto, M. D. Cozma, A. Le Fevre, Y. Leifels +4
2014-03-25
Machine Learning · Computer Science
Semi-Autoregressive Energy Flows: Exploring Likelihood-Free Training of Normalizing Flows
Phillip Si, Zeyi Chen, Subham Sekhar Sahoo, Yair Schiff +1
2023-06-26