Jongha Jon Ryu

Postdoc, Massachusetts Institute of Technology

2 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems

#2201 · Minchan Jeong, Jongha Jon Ryu, Se-Young Yun, Gregory W. Wornell

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Revisiting Orbital Minimization Method for Neural Operator Decomposition

#1617 · Jongha Jon Ryu, Samuel Zhou, Gregory W. Wornell

We revisit the orbital minimization method (OMM) from computational chemistry and demonstrate its utility as a simple, principled, and scalable approach for modern machine learning.