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Sebastián Espinel-Ríos
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2020 – today
- 2024
- [i4]Sebastián Espinel-Ríos, José L. Avalos:
Hybrid physics-informed metabolic cybergenetics: process rates augmented with machine-learning surrogates informed by flux balance analysis. CoRR abs/2401.00670 (2024) - [i3]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 abs/2401.08556 (2024) - 2023
- [i2]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 abs/2302.02177 (2023) - [i1]Sebastián Espinel-Ríos, José L. Avalos:
Linking intra- and extra-cellular metabolic domains via neural-network surrogates for dynamic metabolic control. CoRR abs/2310.17179 (2023)
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last updated on 2024-04-24 23:14 CEST by the dblp team
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