Ellen Otte

According to our database, Ellen Otte authored at least 10 papers between 2009 and 2025.

Collaborative distances:

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

2025

Learning From Limited Data and Feedback for Cell Culture Process Monitoring: A Comparative Study.

Johnny Peng, Thanh Tung Khuat, Ellen Otte, Katarzyna Musial, Bogdan Gabrys

CoRR, December, 2025

Lessons Learned from Deploying Adaptive Machine Learning Agents with Limited Data for Real-time Cell Culture Process Monitoring.

Thanh Tung Khuat, Johnny Peng, Robert Bassett, Ellen Otte, Bogdan Gabrys

CoRR, September, 2025

Efficient Selection of Low-Fidelity Data for Multi-fidelity Surrogate Models.

Mitra Heidari, Ling Luo, Mohammad Golzarijalal, Ellen Otte, Uwe Aickelin

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

2024

Uncertainty Quantification Using Ensemble Learning and Monte Carlo Sampling for Performance Prediction and Monitoring in Cell Culture Processes.

Thanh Tung Khuat, Robert Bassett, Ellen Otte, Bogdan Gabrys

CoRR, 2024

Applications of machine learning in antibody discovery, process development, manufacturing and formulation: Current trends, challenges, and opportunities.

Thanh Tung Khuat, Robert Bassett, Ellen Otte, Alistair Grevis-James, Bogdan Gabrys

Comput. Chem. Eng., 2024

Discovering Changes in Cell Stability Using Process Mining: A Case Study.

Johnson Zhou, Abel Armas-Cervantes, Zahra Dasht Bozorgi, Ellen Otte, Artem Polyvyanyy

Proceedings of the 6th International Conference on Process Mining, 2024

Online Machine Learning for Real-Time Cell Culture Process Monitoring.

Thanh Tung Khuat, Robert Bassett, Ellen Otte, Bogdan Gabrys

Proceedings of the AI 2024: Advances in Artificial Intelligence, 2024

2023

Applications of Machine Learning in Biopharmaceutical Process Development and Manufacturing: Current Trends, Challenges, and Opportunities.

Thanh Tung Khuat, Robert Bassett, Ellen Otte, Alistair Grevis-James, Bogdan Gabrys

CoRR, 2023

2022

Multi-fidelity Gaussian Process for Biomanufacturing Process Modeling with Small Data.

Yuan Sun, Winton Nathan-Roberts, Tien-Dung Pham, Ellen Otte, Uwe Aickelin

CoRR, 2022

2009

Transfer of adaptation across movement categories in eye hand coordination

Ellen Otte

PhD thesis, 2009