Enhanced surrogate modelling of heat conduction problems using physics-informed neural network framework
Seyedalborz Manavi, Thomas Becker, Ehsan Fattahi
Topics & Concepts
AnsatzArtificial neural networkConvergence (economics)Surrogate modelComputer scienceBoundary (topology)Thermal conductionApplied mathematicsBoundary value problemFunction (biology)Partial differential equationMathematical optimizationPhysicsStatistical physicsArtificial intelligenceMathematicsMachine learningMathematical analysisQuantum mechanicsEconomicsEvolutionary biologyBiologyEconomic growthModel Reduction and Neural NetworksHeat Transfer and OptimizationMagnetic Properties and Applications