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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
1122021
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
932017
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
692017
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
642018
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
522019
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
492018
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
452016
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
252020
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
21*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
192022
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
162019
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
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
152020
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
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
122021
Bayesian search for robust optima
ND Sanders, RM Everson, JE Fieldsend, AAM Rahat
arXiv preprint arXiv:1904.11416, 2019
122019
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
82022
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
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
82019
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
82019
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Articles 1–20