Solution of the Hirota equation using a physics-informed neural network method with embedded conservation laws
Ruibo Zhang, J. Su, Jinqian Feng
Topics & Concepts
Conservation lawArtificial neural networkConservation of energyIntegrable systemApplied mathematicsMathematicsEquation solvingPhysical lawComputer scienceAlgorithmArtificial intelligenceMathematical analysisPartial differential equationPhysicsQuantum mechanicsNonlinear Waves and SolitonsModel Reduction and Neural NetworksNeural Networks and Reservoir Computing