A fast and accurate domain-decomposition nonlinear manifold reduced order model. - Alejandro N. Diaz; Youngsoo Choi; Matthias Heinkenschloss (CoRR, 2023)

Nonlinear-manifold reduced order models with domain decomposition. - Alejandro N. Diaz; Youngsoo Choi; Matthias Heinkenschloss (CoRR, 2023)

Interpolatory model reduction of quadratic-bilinear dynamical systems with quadratic-bilinear outputs. - Alejandro N. Diaz; Matthias Heinkenschloss; Ion Victor Gosea; Athanasios C. Antoulas (Adv. Comput. Math., 2023)

Scalable nonlinear manifold reduced order model for dynamical systems. - Ivan Zanardi; Alejandro N. Diaz; Seung Whan Chung; Marco Panesi; Youngsoo Choi (CoRR, 2024)

Defining Foundation Models for Computational Science: A Call for Clarity and Rigor. - Youngsoo Choi; Siu Wun Cheung; Youngkyu Kim; Ping-Hsuan Tsai; Alejandro N. Diaz; Ivan Zanardi; Seung Whan Chung; Dylan Matthew Copeland; Coleman Kendrick; William Anderson; Traian Iliescu; Matthias Heinkenschloss (CoRR, 2025)

Interpretable and flexible non-intrusive reduced-order models using reproducing kernel Hilbert spaces. - Alejandro N. Diaz; Shane A McQuarrie; John Tencer; Patrick J. Blonigan (CoRR, 2025)