Separable physics-informed DeepONet: Breaking the curse of dimensionality in physics-informed machine learning
Luis Mandl, Somdatta Goswami, Lena Lambers, Tim Ricken
Topics & Concepts
Curse of dimensionalityCurseSeparable spacePhysics educationTheoretical physicsPhysicsStatistical physicsArtificial intelligenceComputer scienceMathematicsQuantum mechanicsPhilosophyMathematical analysisTheologyModel Reduction and Neural NetworksComputational Physics and Python ApplicationsNanopore and Nanochannel Transport Studies