Ellen Otte

Identifiers

• name variant Ellen Otte 0.60 · backfill

Papers (5)

1. Multipath Adaptive Gated Bottleneck Latent ODE with Raman Data Fusion for Cell Culture Process Forecasting cs.LG · 2026 · author #3
2. Lessons Learned from Deploying Adaptive Machine Learning Agents with Limited Data for Real-time Cell Culture Process Monitoring q-bio.QM · 2025 · author #4
3. Uncertainty Quantification Using Ensemble Learning and Monte Carlo Sampling for Performance Prediction and Monitoring in Cell Culture Processes q-bio.QM · 2024 · author #3
4. Applications of Machine Learning in Biopharmaceutical Process Development and Manufacturing: Current Trends, Challenges, and Opportunities cs.LG · 2023 · author #3
5. Multi-fidelity Gaussian Process for Biomanufacturing Process Modeling with Small Data cs.LG · 2022 · author #4

Mentions

• 2509.02606 #4 · arxiv_oai · confidence 0.70 Ellen Otte
• 2409.02149 #3 · arxiv_oai · confidence 0.70 Ellen Otte
• 2310.09991 #3 · arxiv_oai · confidence 0.70 Ellen Otte
• 2211.14493 #4 · arxiv_oai · confidence 0.70 Ellen Otte
• 2606.26520 #3 · arxiv_oai · confidence 0.70 Ellen Otte

Frequent Coauthors

• Bogdan Gabrys 4 shared papers
• Thanh Tung Khuat 4 shared papers
• Robert Bassett 3 shared papers
• Johnny Peng 2 shared papers
• Alistair Grevis-James 1 shared papers
• Katarzyna Musial 1 shared papers
• Tien Dung Pham 1 shared papers
• Uwe Aickelin 1 shared papers
• Winton Nathan-Roberts 1 shared papers
• Yuan Sun 1 shared papers