Scholar
Ruth Misener
Google Scholar ID: AQxtWHoAAAAJ
Imperial College London
Citations & Impact
Citations
3,357
H-index
28
i10-index
56
Publications
20
Co-authors
122
list available
Publications
Resume (English only)
Research Experience
- Leads multiple research projects including: Global optimization of mixed-integer nonlinear programs
- Optimization over machine learning surrogates
- Active learning & experimental design
- Optimization under uncertainty
- Explainable optimization
- Scheduling & rescheduling (e.g., collaboration with Royal Mail)
- Designing heat recovery networks
- Bioprocess optimization for stem cell tissue engineering
- Global optimization of petrochemical process networks
- Bayesian optimization with dimension scheduling for biological systems
Background
- Professor in the Computational Optimization Group
- Amazon Scholar
- BASF/RAEng Research Chair in Data-Driven Optimization (2022–2027)
- Research foundations in numerical optimization and computational software
- Applications focus on industrial optimization challenges, e.g., logistics and experimental design
- Works at the interface of operations research and machine learning
- Research team develops open-source code on GitHub, releases videos on YouTube, and shares updates on LinkedIn
