Data-driven discoveries of Bäcklund transformations and soliton evolution equations via deep neural network learning schemes
Zijian Zhou, Li Wang, Zhenya Yan
Topics & Concepts
Korteweg–de Vries equationSolitonPhysicsScheme (mathematics)sine-Gordon equationArtificial neural networkDeep learningEvolution equationApplied mathematicsOrder (exchange)Mathematical physicsArtificial intelligenceMathematical analysisComputer scienceNonlinear systemMathematicsQuantum mechanicsFinanceEconomicsNonlinear Waves and SolitonsModel Reduction and Neural NetworksSeismic Imaging and Inversion Techniques