Alma Rahat

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Jonathan FieldsendProfessor of Computational Intelligence, Department of Computer Science, University of ExeterVerified email at exeter.ac.uk
Richard EversonProfessor of Machine Learning, University of ExeterVerified email at exeter.ac.uk
Gavin TaborProfessor of CFD, University of ExeterVerified email at ex.ac.uk
Steven DanielsResearch FellowVerified email at exeter.ac.uk
George De AthUniversity of ExeterVerified email at exeter.ac.uk
Tinkle ChughLecturer (Assistant Professor) in Computer Science, University of ExeterVerified email at exeter.ac.uk
Professor Zahid Pranjol PhDProfessor (Full) in Biomedical Science EducationVerified email at sussex.ac.uk
Jacqueline WhatmoreUniversity of ExeterVerified email at exeter.ac.uk
Tanveer A. TabishUniversity of OxfordVerified email at cardiov.ox.ac.uk
Paul WinyardUniversity of Exeter and Watercress Research LimitedVerified email at exeter.ac.uk
Sean Peter WaltonSenior Lecturer, Computer Science, Swansea UniversityVerified email at swansea.ac.uk
James StovoldLancaster UniversityVerified email at lancaster.ac.uk
Trefa M AbdullahUniversity of Exeter, University of Sulaimani, Komar University of Science and TechnologyVerified email at komar.edu.iq
Pramudita Satria PalarAssistant Professor, Mechanical and Aerospace Engineering (Institut Teknologi Bandung)Verified email at ftmd.itb.ac.id
Vanessa VolzCentrum Wiskunde & Informatica (CWI)Verified email at cwi.nl
Tom CrickProfessor of Digital Policy, Swansea University, UKVerified email at swansea.ac.uk
Andy GraySwansea UniversityVerified email at swansea.ac.uk
Stephen LindsayLecturer, Glasgow UniversityVerified email at glasgow.ac.uk
Lavi Rizki ZuhalProfessor of Aerodynamics, Institut Teknologi BandungVerified email at itb.ac.id
Daniel ArchambaultNewcastle UniversityVerified email at newcastle.ac.uk

Alma Rahat

Associate Professor of Data Science, Swansea University

Verified email at swansea.ac.uk - Homepage

Bayesian Search Multi-Objective Search Evolutionary Search and Optimisation Machine Learning


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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	106	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	92	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	69	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	62	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	51	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	48	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	45	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	25	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	20*	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	19	2022
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
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	15	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	15	2019
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	15	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	12	2021
Bayesian search for robust optima ND Sanders, RM Everson, JE Fieldsend, AAM Rahat arXiv preprint arXiv:1904.11416, 2019	10	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 OpenFOAM®: 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

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