Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data
Seung‐Joon Lee, Yorgos M. Psarellis, Constantinos Siettos, Ioannis G. Kevrekidis
Topics & Concepts
Monte Carlo methodBlack boxStatistical physicsPartial differential equationComputer scienceWhite boxObservableGaussian processFidelityApplied mathematicsGaussianAlgorithmArtificial intelligenceMathematicsPhysicsMachine learningMathematical analysisQuantum mechanicsTelecommunicationsStatisticsMathematical Biology Tumor GrowthModel Reduction and Neural NetworksGaussian Processes and Bayesian Inference