Sebastián Espinel-Ríos

According to our database, Sebastián Espinel-Ríos authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Reinforcement learning for robust dynamic metabolic control.

Sebastián Espinel-Ríos, River Walser, Dongda Zhang

CoRR, April, 2025

Reinforcement learning for efficient and robust multi-setpoint and multi-trajectory tracking in bioprocesses.

Sebastián Espinel-Ríos, José L. Avalos, Ehecatl Antonio del Rio-Chanona, Dongda Zhang

Comput. Chem. Eng., 2025

2024

Enhancing reinforcement learning for population setpoint tracking in co-cultures.

Sebastián Espinel-Ríos, Joyce Qiaoxi Mo, Dongda Zhang, Ehecatl Antonio del Rio-Chanona, José L. Avalos

CoRR, 2024

Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation.

Sebastián Espinel-Ríos, José Montaño López, José L. Avalos

CoRR, 2024

Experimentally implemented dynamic optogenetic optimization of ATPase expression using knowledge-based and Gaussian-process-supported models.

Sebastián Espinel-Ríos, Gerrich Behrendt, Jasmin Bauer, Bruno Morabito, Johannes Pohlodek, Andrea Schütze, Rolf Findeisen, Katja Bettenbrock, Steffen Klamt

CoRR, 2024

Hybrid physics-informed metabolic cybergenetics: process rates augmented with machine-learning surrogates informed by flux balance analysis.

Sebastián Espinel-Ríos, José L. Avalos

CoRR, 2024

2023

Linking intra- and extra-cellular metabolic domains via neural-network surrogates for dynamic metabolic control.

Sebastián Espinel-Ríos, José L. Avalos

CoRR, 2023

Towards a modeling, optimization and predictive control framework for fed-batch metabolic cybergenetics.

Sebastián Espinel-Ríos, Bruno Morabito, Johannes Pohlodek, Katja Bettenbrock, Steffen Klamt, Rolf Findeisen

CoRR, 2023