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Thermal surrogate model for spacecraft systems using physics-informed machine learning with POD data reduction

Hiroto Tanaka, Hiroki Nagai

2023International Journal of Heat and Mass Transfer31 citationsDOI

Topics & Concepts

SpacecraftComputer scienceReduction (mathematics)Machine learningSurrogate modelArtificial intelligenceCost reductionDimensionality reductionThermalData pointAerospace engineeringMathematicsPhysicsThermodynamicsEngineeringGeometryManagementEconomicsModel Reduction and Neural NetworksHeat Transfer and OptimizationProbabilistic and Robust Engineering Design
Thermal surrogate model for spacecraft systems using physics-informed machine learning with POD data reduction | Litcius