Follow
Alma Rahat
Alma Rahat
Associate Professor of Data Science, Swansea University
Verified email at swansea.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
932021
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
902017
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
612018
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
612017
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
492019
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
472018
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
442016
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
202020
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
18*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
172022
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
162015
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
152019
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
152014
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
142020
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
102021
Bayesian search for robust optima
ND Sanders, RM Everson, JE Fieldsend, AAM Rahat
arXiv preprint arXiv:1904.11416, 2019
102019
Towards better integration of surrogate models and optimizers
T Chugh, A Rahat, V Volz, M Zaefferer
High-Performance Simulation-Based Optimization, 137-163, 2020
82020
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
72022
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
OpenFOAM®: Selected Papers of the 11th Workshop, 389-399, 2019
72019
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
72019
The system can't perform the operation now. Try again later.
Articles 1–20