Physics-guided machine learning from simulated data with different physical parameters
Shengyu Chen, Nasrin Kalanat, Yiqun Xie, Sheng Li, Jacob A. Zwart, Jeffrey M. Sadler, Alison Appling, Samantha K. Oliver, Jordan S. Read, Xiaowei Jia
Topics & Concepts
Physical systemComputer scienceMachine learningArtificial intelligenceDomain knowledgeDomain (mathematical analysis)Variation (astronomy)Dynamical simulationPhysicsMathematicsMathematical analysisAstrophysicsQuantum mechanicsModel Reduction and Neural NetworksComputational Physics and Python ApplicationsTime Series Analysis and Forecasting