2 papers
cs.LG2026
Learning the Koopman Operator using Attention Free Transformers
Mohammed Nagdi, Evangelos-Marios Nikolados, Alexey Yermakov +3
Learning Koopman operators with autoencoders enables linear prediction in a latent space, but long-horizon rollouts often drift off the learned manifold, leading to phase and ampli…
q-bio.MN2020
Prediction of cellular burden with host-circuit models
Evangelos-Marios Nikolados, Andrea Y. Weiße, Diego A. Oyarzún
Heterologous gene expression draws resources from host cells. These resources include vital components to sustain growth and replication, and the resulting cellular burden is a wid…