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ORCIDSebastián Espinel-Ríos
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Informal and Other Publications
- 2024
[i6]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)- [i5]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) - [i4]Sebastián Espinel-Ríos, José Montaño López, José L. Avalos:
Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation. CoRR abs/2410.18864 (2024) - [i3]Sebastián Espinel-Ríos, Joyce Qiaoxi Mo, Dongda Zhang, Ehecatl Antonio del Rio-Chanona, José L. Avalos:
Enhancing reinforcement learning for population setpoint tracking in co-cultures. CoRR abs/2411.09177 (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)
Coauthor Index
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