Sebastián Espinel-Ríos

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Mathematical Modeling

Dynamical Models

Top Venues

Publications

Sebastián Espinel-Ríos, José L. Avalos
Hybrid physics-informed metabolic cybergenetics: process rates augmented with machine-learning surrogates informed by flux balance analysis. CoRR (2024)
Sebastián Espinel-Ríos, Gerrich Behrendt, Jasmin Bauer, Bruno Morabito, Johannes Pohlodek, Andrea Schütze, Rolf Findeisen, Katja Bettenbrock, Steffen Klamt
Experimentally implemented dynamic optogenetic optimization of ATPase expression using knowledge-based and Gaussian-process-supported models. CoRR (2024)
Sebastián Espinel-Ríos, Bruno Morabito, Johannes Pohlodek, Katja Bettenbrock, Steffen Klamt, Rolf Findeisen
Towards a modeling, optimization and predictive control framework for fed-batch metabolic cybergenetics. CoRR (2023)
Sebastián Espinel-Ríos, José L. Avalos
Linking intra- and extra-cellular metabolic domains via neural-network surrogates for dynamic metabolic control. CoRR (2023)