Tensor-decomposition-based A Priori Surrogate (TAPS) modeling for ultra large-scale simulations
Jiachen Guo, Gino Domel, Chanwook Park, Hantao Zhang, Özgür Can Gümüş, Ye Lu, Gregory J. Wagner, Dong Qian, Jian Cao, Thomas J.R. Hughes, Wing Kam Liu
Topics & Concepts
Scale (ratio)A priori and a posterioriDecompositionApplied mathematicsComputer scienceComputational scienceMathematicsAlgorithmStatistical physicsPhysicsEcologyPhilosophyBiologyEpistemologyQuantum mechanicsTensor decomposition and applicationsModel Reduction and Neural NetworksAdvanced Numerical Methods in Computational Mathematics