Solving inverse problems using conditional invertible neural networks
Govinda Anantha Padmanabha, Nicholas Zabaras
Topics & Concepts
Surrogate modelInverse problemAlgorithmInvertible matrixCurse of dimensionalityUncertainty quantificationGaussianArtificial neural networkComputer scienceMathematicsInverseConditional probability distributionApplied mathematicsArtificial intelligenceMathematical optimizationMachine learningMathematical analysisStatisticsPure mathematicsGeometryQuantum mechanicsPhysicsModel Reduction and Neural NetworksLattice Boltzmann Simulation StudiesGenerative Adversarial Networks and Image Synthesis