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S

Sebastián Espinel‐Ríos

commonwealth scientific & industrial research organisation (csiro)

8H指数
35论文数
241被引数
收录论文 12
发表时间
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Reinforcement Learning for Robust Dynamic Metabolic Control强化学习在鲁棒动态代谢控制中的应用
errBIOTECHNOLOGY AND BIOENGINEERING
IF3.6
err2025-10-01
err0
errOAAI
errEspinel-Rios, Sebastian; Walser, River; Zhang, Dongda
err分享
err收藏
Reinforcement learning for efficient and robust multi-setpoint and multi-trajectory tracking in bioprocesses生物过程中高效且鲁棒的多设定点与多轨迹跟踪的强化学习
errComputers & Chemical Engineering
IF3.9
err2025-07-25
err0
errOAAI
errSebastián Espinel-Ríos; José L. Avalos; Ehecatl Antonio del Rio Chanona; Dongda Zhang
err分享
err收藏
Balancing Doses of EL222 and Light Improves Optogenetic Induction of Protein Production in Komagataella phaffii平衡EL222剂量和光照可提高Komagataella phaffii的光遗传诱导蛋白生产效率
errBIOTECHNOLOGY AND BIOENGINEERING
IF3.6
err2025-05-24
err0
errOAAI
errShannon M. Hoffman; Sebastián Espinel-Ríos; Sarah K. Kwartler; Makoto A. Lalwani; José L. Avalos
err分享
err收藏
Biochemical implementation of acceleration sensing and PIDA control
errNPJ SYSTEMS BIOLOGY AND APPLICATIONS
IF3.5
err2025-04-26
err0
errOAAI
errAlexis, Emmanouil; Espinel-Rios, Sebastian; Kevrekidis, Ioannis G.; Avalos, Jose L.
err分享
err收藏
Omics-driven hybrid dynamic modeling of bioprocesses with uncertainty estimation具有不确定性估计的组学驱动的生物过程混合动态建模
errBIOCHEMICAL ENGINEERING JOURNAL
IF3.8
err2025-04-01
err0
errOAAI
errEspinel-Rios, Sebastian; Lopez, Jose Montan; Avalos, Jose L.
err分享
err收藏
A multiscale hybrid modelling methodology for cell cultures enabled by enzyme-constrained dynamic metabolic flux analysis under uncertainty
errMETABOLIC ENGINEERING
IF6.8
err2024-11-01
err0
errOAAI
errPennington, Oliver; Rios, Sebastian Espinel; Sebastian, Mauro Torres; Dickson, Alan; Zhang, Dongda
err分享
err收藏
Experimentally implemented dynamic optogenetic optimization of ATPase expression using knowledge-based and Gaussian-process-supported models使用基于知识和高斯过程支持的模型，通过实验实现了ATPase表达的动态光遗传学优化
errPROCESS BIOCHEMISTRY
IF4
err2024-08-01
err1
errOAAI
errEspinel-Rios, Sebastian; Behrendt, Gerrich; Bauer, Jasmin; Morabito, Bruno; Pohlodek, Johannes; Schuetze, Andrea; Findeisen, Rolf; Bettenbrock, Katja; Klamt, Steffen
err分享
err收藏
Hybrid Physics-Informed Metabolic Cybergenetics: Process Rates Augmented with Machine-Learning Surrogates Informed by Flux Balance Analysis
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-04-08
err4
errOAAI
errEspinel-Rios, Sebastian; Avalos, Jose L.
err分享
err收藏
Toward a modeling, optimization, and predictive control framework for fed-batch metabolic cybergenetics迈向补料分批代谢cybergenetics的建模，优化和预测控制框架
errBIOTECHNOLOGY AND BIOENGINEERING
IF3.6
err2023-11-09
err9
errOAAI
errEspinel-Rios, Sebastian; Morabito, Bruno; Pohlodek, Johannes; Bettenbrock, Katja; Klamt, Steffen; Findeisen, Rolf
err分享
err收藏
Enabling anaerobic growth of Escherichia coli on glycerol in defined minimal medium using acetate as redox sink
errMETABOLIC ENGINEERING
IF6.8
err2022-09-01
err7
PREAI
errBoecker, Simon; Espinel-Rios, Sebastian; Bettenbrock, Katja; Klamt, Steffen
err分享
err收藏
Maximizing batch fermentation efficiency by constrained model-based optimization and predictive control of adenosine triphosphate turnover通过基于约束模型的优化和三磷酸腺苷周转的预测控制来最大化分批发酵效率
errAICHE JOURNAL
IF4
err2022-01-08
err10
errOAAI
errEspinel-Rios, Sebastian; Bettenbrock, Katja; Klamt, Steffen; Findeisen, Rolf
err分享
err收藏
Optimization of biological pretreatment to enhance the quality of wheat straw pellets
errBIOMASS & BIOENERGY
IF5.8
err2017-02-01
err49
PREAI
errGao, Wei; Tabil, Lope G.; Dumonceaux, Tim; Espinel Rios, Sebastian; Zhao, Rongfei
err分享
err收藏

研究方向

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合作学者
合作期刊
I
Ioannis G. Kevrekidis
H 指数: 69 · 论文数: 634
S
Steffen Klamt
H 指数: 50 · 论文数: 175
L
Lope G. Tabil
H 指数: 47 · 论文数: 316
R
Rolf Findeisen
H 指数: 46 · 论文数: 547
D
Dongda Zhang
H 指数: 35 · 论文数: 223
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