Martin F. Luna

Consejo Nacional de Investigaciones Científicas y Técnicas — Argentina

Engineering · Physical Sciences

10h-index648citations43works1.32yr avg
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Research Topics

Advanced Control Systems Optimization(17), Viral Infectious Diseases and Gene Expression in Insects(17), Process Optimization and Integration(6), Microbial Metabolic Engineering and Bioproduction(5), Innovative Microfluidic and Catalytic Techniques Innovation(5)

Publications43 total

A KPI-based experimental design strategy for bioprocess development
Biochemical Engineering Journal·2026Open Access
Online redesign of dynamic experiments for high-throughput bioprocess development using deep reinforcement learning
Computers & Chemical Engineering·2025Open Access
Stable isotopes in <i>Ctenomys</i> bone collagen as proxies for Holocene climate and habitat change in the Monte Desert (Argentina)
The Holocene·2025
Author response for "A property graph schema for automated metadata capture, reproducibility and knowledge discovery in high-throughput bioprocess development"
2025
Author response for "A property graph schema for automated metadata capture, reproducibility and knowledge discovery in high-throughput bioprocess development"
2025
Automated regression of bioreactor models using a Bayesian approach for parallel cultivations in robotic platforms
Biochemical Engineering Journal·2025· 4 citedOpen Access
Online Redesign of Dynamic Experiments for High-Throughput Bioprocess Development Using Deep Reinforcement Learning
SSRN Electronic Journal·2025Open Access
Automated regression of bioreactor models using a Bayesian approach for the operation of robotic platforms
SSRN Electronic Journal·2025Open Access
A property graph schema for automated metadata capture, reproducibility and knowledge discovery in high-throughput bioprocess development
Digital Discovery·2025· 3 citedOpen Access
A workflow management system for reproducible and interoperable high-throughput self-driving experiments
Computers & Chemical Engineering·2024· 7 citedOpen Access
Dietary change of North Patagonian guanacos: A historical ecology perspective through the study of stable isotopes
The Holocene·2024· 2 cited
A Property Graph Integration Schema for Fairness and Reproducibility in High-Throughput Bioprocess Development
SSRN Electronic Journal·2024Open Access
A Workflow Management System for Reproducible and Interoperable High-Throughput Self-Driving Experiments
SSRN Electronic Journal·2024· 1 citedOpen Access
Closed-loop optimization of high-throughput robotic platforms for reproducible bioprocess development
Computer-aided chemical engineering/Computer aided chemical engineering·2023· 1 cited
Low Power Control Access System based on VLC for Industrial Applications
IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society·2022
Hybrid Models Based on Machine Learning and an Increasing Degree of Process Knowledge: Application to Cell Culture Processes
Industrial & Engineering Chemistry Research·2022· 38 cited
Online Bayesian Re-design of Parallel Experiments based on Asynchronous Posterior Sampling
Computer-aided chemical engineering/Computer aided chemical engineering·2022· 1 cited
Managing Experimental-Computational Workflows in Robotic Platforms using Directed Acyclic Graphs
Computer-aided chemical engineering/Computer aided chemical engineering·2022· 4 cited
Consistent Value Creation from Bioprocess Data with Customized Algorithms: Opportunities Beyond Multivariate Analysis
2021· 2 cited
Modeling of Continuous PHA Production by a Hybrid Approach Based on First Principles and Machine Learning
Processes·2021· 33 citedOpen Access
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Frequent Co-authors

Ernesto Martínez(24), Mariano Nicolás Cruz Bournazou(9), Alessandro Butté(9), Massimo Morbidelli(8), Michael Sokolov(8), Lucas Kaspersetz(8), Peter Neubauer(7), Harini Narayanan(6), Federico Mione(6), Federico M. Mione(5), Judit Aizpuru(3), Moritz von Stosch(2), Lars Behle(2), Gonzalo Guillén‐Gosálbez(2), Paolo Arosio(2), Fabian Feidl(2), Sebastian Vogg(2), Randolf Scholz(2), M. Borisyak(2), Annina Kemmer(2)