Enhancing accuracy of physically informed neural networks for nonlinear Schrödinger equations through multi-view transfer learning
Yikai Chen, Hongli Xiao, Xiao Teng, Wenjun Liu, Long Lan
Topics & Concepts
Curse of dimensionalityNonlinear systemComputer scienceArtificial neural networkPartial differential equationPhysical systemTransfer of learningArtificial intelligenceDeep learningFunction (biology)Mean squared errorApplied mathematicsMathematical optimizationMathematicsPhysicsMathematical analysisEvolutionary biologyBiologyQuantum mechanicsStatisticsModel Reduction and Neural NetworksNeural Networks and Reservoir ComputingAdvanced Fiber Laser Technologies