Deep neural networks learning forward and inverse problems of two-dimensional nonlinear wave equations with rational solitons
Zijian Zhou, Li Wang, Zhenya Yan
Topics & Concepts
Nonlinear systemMathematicsRational functionArtificial neural networkInverse problemInverseWave equationDeep learningFunction (biology)Applied mathematicsMathematical analysisInverse functionPhysicsComputer scienceArtificial intelligenceQuantum mechanicsGeometryBiologyEvolutionary biologyModel Reduction and Neural NetworksNonlinear Waves and SolitonsAdvanced Fiber Laser Technologies