Litcius/Paper detail

<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si3.svg" display="inline" id="d1e520"><mml:mi>Δ</mml:mi></mml:math>-PINNs: Physics-informed neural networks on complex geometries

Francisco Sahli Costabal, Simone Pezzuto, Paris Perdikaris

2023Engineering Applications of Artificial Intelligence52 citationsDOI

Topics & Concepts

EigenfunctionPartial differential equationComputer scienceArtificial neural networkDiscretizationConvolutional neural networkLaplace operatorOrdinary differential equationAlgorithmApplied mathematicsArtificial intelligenceDifferential equationMathematicsMathematical analysisPhysicsQuantum mechanicsEigenvalues and eigenvectorsModel Reduction and Neural NetworksNeural Networks and ApplicationsFluid Dynamics and Turbulent Flows