Physics-informed neural networks for data-driven simulation: Advantages, limitations, and opportunities
Félix Fernández de la Mata, Alfonso Gijón, Miguel Molina-Solana, Juan Gómez‐Romero
Topics & Concepts
Variety (cybernetics)Partial differential equationArtificial neural networkInferenceComputer scienceSelection (genetic algorithm)Current (fluid)Machine learningArtificial intelligenceStatistical physicsPhysicsQuantum mechanicsThermodynamicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics