Joshua Damian Knowles (Preferred)
, Joshua Knowles
, Joshua D. Knowles
Joshua Damian Knowles
Principal Researcher, Schlumberger
Principal Researcher, University of Birmingham (Honorary/Visiting)
Full Professor, University of Manchester (Honorary/Visiting)
- Joined March 2023
Names
Emails
****@gmail.com (Confirmed)
, ****@slb.com (Confirmed)
Personal Links
Career & Education History
Principal Researcher
Schlumberger (slb.com)
2022 – Present
Principal Researcher
University of Birmingham (Honorary/Visiting) (bham.ac.uk)
2019 – Present
Full Professor
University of Manchester (Honorary/Visiting) (mbs.ac.uk)
2015 – Present
Full Professor
University of Birmingham (bham.ac.uk)
2015 – 2019
Advisors, Relations & Conflicts
Expertise
estimation of distribution algorithms
2018 – Present
autoML, tuning, hyperparameters
2015 – Present
multi-objective machine learning
2004 – Present
clustering, unsupervised learning, feature selection, sensitivity analysis
2004 – Present
Bayesian optimisation, Gaussian processes, sequential design of experiments
2003 – Present
multi-objective optimisation, decision-making
1998 – Present
evolutionary computing, evolutionary algorithms, combinatorial optimisation
1996 – Present