RESEARCH PAPER · Computers & Chemical Engineering · 2024
A workflow management system for reproducible and interoperable high-throughput self-driving experiments
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Self-Driving Development of Perfusion Processes for Monoclonal Antibody Production
Qeios · 2024-09-06
Claudio Müller, Thomas Vuillemin, Chethana Janardhana Gadiyar, Jean‐Marc Bielser, Jonathan Souquet, Alessandro Fagnani, Michael Sokolov, Moritz von Stosch, Fabian Feidl, Alessandro Butté, Mariano Nicolás Cruz Bournazou
Read original paper ↗ ·A property graph schema for automated metadata capture, reproducibility and knowledge discovery in high-throughput bioprocess development
Digital Discovery · 2025-01-01
Federico Martín Mione, Martin Francisco Luna, Lucas Kaspersetz, Peter B. Neubauer, Ernesto Carlos Martinez, Mariano Nicolás Cruz Bournazou
Read original paper ↗ ·Development of the autonomous lab system to support biotechnology research
Scientific Reports · 2025-02-24
Keiji Fushimi, Yusuke Nakai, Akiko Nishi, Ryō Suzuki, Masahiro Ikegami, Risa Nimura, Taichi Tomono, Ryota Hidese, Hisashi Yasueda, Yusuke Tagawa, Tomohisa Hasunuma
Read original paper ↗ ·Automated regression of bioreactor models using a Bayesian approach for parallel cultivations in robotic platforms
Biochemical Engineering Journal · 2025-03-19
Martin Francisco Luna, Federico Martín Mione, Lucas Kaspersetz, Peter B. Neubauer, Ernesto Carlos Martinez, Mariano Nicolás Cruz Bournazou
Read original paper ↗ ·Self-driving laboratories with artificial intelligence: An overview of process systems engineering perspective
Computers & Chemical Engineering · 2025-07-26
You-Hyun Kim, Hayoung Doo, Daeun Shin, Seo Yoon Lee, Seo Yoon Lee, Yugyeong Roh, Seong‐Eun Park, Heejin Song, Yujin Jung, Hyuk Jun Yoo, Sang Soo Han, Jong Woo Kim, Maximilian O. Besenhard, Ye Seol Lee, Jonggeol Na
Read original paper ↗ ·Self‐Driving Development of Perfusion Processes for Monoclonal Antibody Production
Biotechnology and Bioengineering · 2025-12-12
Chethana Janardhana Gadiyar, Claudio Müller, Thomas Vuillemin, Jean‐Marc Bielser, Jonathan Souquet, Alessandro Fagnani, Michael Sokolov, Moritz von Stosch, Fabian Feidl, Alessandro Butté, Mariano Nicolás Cruz Bournazou
Read original paper ↗ ·Exploring the limitations of kNN noisy feature detection and recovery for self-driving labs
Machine Learning Science and Technology · 2026-02-16
Qiuyu Shi, Kangming Li, Yao Fehlis, RUNZE ZHANG, Daniel Persaud, Robert W. Black, Jason R. Hattrick-Simpers
Read original paper ↗ ·A foundational representation for an orchestrated lab
Device · 2026-06-01
Willi Gottstein, Aurélien Blanc, Sissi Feng, Brandon R. Sutherland, Sergio Pablo‐García
Read original paper ↗ ·IBISBA: Digitalisation to empower biotechnology and drive biomanufacturing
Biotechnology Advances · 2026-09-01
Brett Metcalfe, Jasper J. Koehorst, Theodore M. Dalamagas, Georgios K. Georgakilas, Antonis C. Kokossis, Vítor A. P. Martins dos Santos, Michael Joseph O’Donohue
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