| Greed is good: Exploration and exploitation trade-offs in Bayesian optimisation G De Ath, RM Everson, AAM Rahat, JE Fieldsend ACM Transactions on Evolutionary Learning and Optimization 1 (1), 1-22, 2021 | 117 | 2021 |
| In vitro toxic effects of reduced graphene oxide nanosheets on lung cancer cells TA Tabish, MZI Pranjol, H Hayat, AAM Rahat, TM Abdullah, JL Whatmore, ... Nanotechnology 28 (50), 504001, 2017 | 94 | 2017 |
| Alternative infill strategies for expensive multi-objective optimisation AAM Rahat, RM Everson, JE Fieldsend Proceedings of the genetic and evolutionary computation conference, 873-880, 2017 | 71 | 2017 |
| Data-driven multi-objective optimisation of coal-fired boiler combustion systems AAM Rahat, C Wang, RM Everson, JE Fieldsend Applied Energy 229, 446-458, 2018 | 68 | 2018 |
| Graphene oxide-based targeting of extracellular cathepsin D and cathepsin L as a novel anti-metastatic enzyme cancer therapy TA Tabish, MZI Pranjol, DW Horsell, AAM Rahat, JL Whatmore, ... Cancers 11 (3), 319, 2019 | 53 | 2019 |
| A suite of computationally expensive shape optimisation problems using computational fluid dynamics SJ Daniels, AAM Rahat, RM Everson, GR Tabor, JE Fieldsend Parallel Problem Solving from Nature–PPSN XV: 15th International Conference …, 2018 | 49 | 2018 |
| Evolutionary multi-path routing for network lifetime and robustness in wireless sensor networks AAM Rahat, RM Everson, JE Fieldsend Ad Hoc Networks 52, 130-145, 2016 | 46 | 2016 |
| Shape optimisation of the sharp-heeled Kaplan draft tube: Performance evaluation using Computational Fluid Dynamics SJ Daniels, AAM Rahat, GR Tabor, JE Fieldsend, RM Everson Renewable Energy 160, 112-126, 2020 | 26 | 2020 |
| ϵ-shotgun: ϵ-greedy batch bayesian optimisation G De Ath, RM Everson, JE Fieldsend, AAM Rahat Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 787-795, 2020 | 22* | 2020 |
| Visualization for epidemiological modelling: challenges, solutions, reflections and recommendations J Dykes, A Abdul-Rahman, D Archambault, B Bach, R Borgo, M Chen, ... Philosophical Transactions of the Royal Society A 380 (2233), 20210299, 2022 | 20 | 2022 |
| On the impact of covariance functions in multi-objective Bayesian optimization for engineering design PS Palar, LR Zuhal, T Chugh, A Rahat AIAA Scitech 2020 Forum, 1867, 2020 | 16 | 2020 |
| Automated shape optimisation of a plane asymmetric diffuser using combined Computational Fluid Dynamic simulations and multi-objective Bayesian methodology SJ Daniels, AAM Rahat, GR Tabor, JE Fieldsend, RM Everson International Journal of Computational Fluid Dynamics 33 (6-7), 256-271, 2019 | 16 | 2019 |
| Hybrid evolutionary approaches to maximum lifetime routing and energy efficiency in sensor mesh networks AAM Rahat, RM Everson, JE Fieldsend Evolutionary computation 23 (3), 481-507, 2015 | 16 | 2015 |
| Multi-objective routing optimisation for battery-powered wireless sensor mesh networks AAM Rahat, RM Everson, JE Fieldsend Proceedings of the 2014 conference on Genetic and evolutionary computation …, 2014 | 16 | 2014 |
| Evaluating mixed-initiative procedural level design tools using a triple-blind mixed-method user study SP Walton, AAM Rahat, J Stovold IEEE Transactions on Games 14 (3), 413-422, 2021 | 13 | 2021 |
| Bayesian search for robust optima ND Sanders, RM Everson, JE Fieldsend, AAM Rahat arXiv preprint arXiv:1904.11416, 2019 | 12 | 2019 |
| Application of multi-objective Bayesian shape optimisation to a sharp-heeled Kaplan draft tube SJ Daniels, AAM Rahat, GR Tabor, JE Fieldsend, RM Everson Optimization and Engineering, 1-28, 2022 | 8 | 2022 |
| Towards better integration of surrogate models and optimizers T Chugh, A Rahat, V Volz, M Zaefferer High-Performance Simulation-Based Optimization, 137-163, 2020 | 8 | 2020 |
| A review of shape distortion methods available in the openfoam framework for automated design optimisation S Daniels, A Rahat, G Tabor, J Fieldsend, R Everson OpenFOAMŪ: Selected Papers of the 11th Workshop, 389-399, 2019 | 8 | 2019 |
| Trading-off data fit and complexity in training gaussian processes with multiple kernels T Chugh, A Rahat, PS Palar Machine Learning, Optimization, and Data Science: 5th International …, 2019 | 8 | 2019 |
Jonathan FieldsendProfessor of Computational Intelligence, Department of Computer Science, University of ExeterVerified email at exeter.ac.uk
