Hong G. Im

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)

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Mert Yakup Baykan (1)Weitao Liu (1)Thorsten Zirwes (1)Andreas Kronenburg (1)

Papers (1)

Mar 16, 2026

Mert Yakup Baykan +51d ago

A convolutional autoencoder and neural ODE framework for surrogate modeling of transient counterflow flames

Compress 2D flame simulations by over 100,000x using a convolutional autoencoder and neural ODE, achieving <2% error in predicting transient behavior.

Mert Yakup Baykan, Weitao Liu, Thorsten Zirwes +3

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design

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Hong G. Im

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)