Adaptive deep density approximation for Fokker-Planck equations
Kejun Tang, Xiaoliang Wan, Qifeng Liao
Topics & Concepts
Fokker–Planck equationProbability density functionMathematicsCollocation (remote sensing)Applied mathematicsCurse of dimensionalityGenerator (circuit theory)Statistical physicsMathematical optimizationMathematical analysisComputer sciencePartial differential equationPhysicsQuantum mechanicsPower (physics)StatisticsMachine learningModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignGaussian Processes and Bayesian Inference