Data-driven framework for input/output lookup tables reduction - with application to hypersonic flows in chemical non-equilibrium. - Clément Scherding; Georgios Rigas; Denis Sipp; Peter J. Schmid; Taraneh Sayadi (CoRR, 2022)

RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure. - Clément Scherding; Georgios Rigas; Denis Sipp; Peter J. Schmid; Taraneh Sayadi (CoRR, 2023)

An adaptive learning strategy for surrogate modeling of high-dimensional functions - Application to unsteady hypersonic flows in chemical nonequilibrium. - Clément Scherding; Georgios Rigas; Denis Sipp; Peter J. Schmid; Taraneh Sayadi (Comput. Phys. Commun., 2025)