Showing 50 publications by Wes Armour, Min Chen, David De Roure, Ramon Granell, Allyson Lister, Janet B. Pierrehumbert, Susanna-Assunta Sansone, Sarah Sparrow, Philippe Rocca-Serra, Shahriar Etemadi Tajbakhsh, Milo Thurston, David Wallom, Oktay Cetinkaya, Ali Taqi
Digitalization opportunities to enable local power system transition to net-zero
Azizi E, Hua W, Stephen B, Wallom D & McCulloch M (2025), Energy for Sustainable Development, 84
Security by Design Issues in Autonomous Vehicles
Higgins M, Jha D, Blundell D & Wallom D (2025)
BibTeX
@misc{securitybydesig-2025/1,
title={Security by Design Issues in Autonomous Vehicles},
author={Higgins M, Jha D, Blundell D & Wallom D},
year = "2025"
}
Lowering in-memory footprint of antenna beams via polynomial approximation
Taqi A, Ad??mek K, Gueuning Q, Serylak M, Laing R et al. (2024)
Double-Exponential Increases in Inference Energy: The Cost of the Race for Accuracy
Yang Z, Adamek K & Armour W (2024)
BibTeX
@misc{doubleexponenti-2024/12,
title={Double-Exponential Increases in Inference Energy: The Cost of the Race
for Accuracy},
author={Yang Z, Adamek K & Armour W},
year = "2024"
}
Distribution of the H??gbom CLEAN Algorithm Using Tiled Images with Feedback
Wright D, Ad??mek K & Armour W (2024)
BibTeX
@misc{distributionoft-2024/12,
title={Distribution of the H??gbom CLEAN Algorithm Using Tiled Images with
Feedback},
author={Wright D, Ad??mek K & Armour W},
year = "2024"
}
Lowering in-memory footprint of antenna beams via polynomial approximation
Taqi A, Ad??mek K, Gueuning Q, Serylak M, Laing R et al. (2024)
AnACor2.0: a GPU???accelerated open???source software package for analytical absorption corrections in X???ray crystallography
Lu Y, Ad??mek K, Stefanic T, Duman R, Wagner A et al. (2024), Journal of Applied Crystallography, 57(6)
BibTeX
@article{anacoragpuaccel-2024/11,
title={AnACor2.0: a GPU???accelerated open???source software package for analytical absorption corrections in X???ray crystallography},
author={Lu Y, Ad??mek K, Stefanic T, Duman R, Wagner A et al.},
journal={Journal of Applied Crystallography},
volume={57},
publisher={International Union of Crystallography (IUCr)},
year = "2024"
}
Accurate and Convenient Energy Measurements for GPUs: A Detailed Study of NVIDIA GPU???s Built-In Power Sensor
Yang Z, Adamek K & Armour W (2024), 00, 1-17
BibTeX
@inproceedings{accurateandconv-2024/11,
title={Accurate and Convenient Energy Measurements for GPUs: A Detailed Study of NVIDIA GPU???s Built-In Power Sensor},
author={Yang Z, Adamek K & Armour W},
booktitle={SC24: International Conference for High Performance Computing, Networking, Storage and Analysis},
pages={1-17},
year = "2024"
}
Electricity climate-compatibility index: Measuring global progress towards decarbonising the power sector
Alotaiq A, Collett KA, Fofrich R, Wallom D & McCulloch M (2024), Journal of Economy and Technology, 2, 1-21
BibTeX
@article{electricityclim-2024/11,
title={Electricity climate-compatibility index: Measuring global progress towards decarbonising the power sector},
author={Alotaiq A, Collett KA, Fofrich R, Wallom D & McCulloch M},
journal={Journal of Economy and Technology},
volume={2},
pages={1-21},
publisher={Elsevier BV},
year = "2024"
}
Intensity-sensitive quality assessment of extended sources in astronomical images
Li X, Armour W & Adamek K (2024), Astrophysical Journal Supplement Series, 274(2)
BibTeX
@article{intensitysensit-2024/10,
title={Intensity-sensitive quality assessment of extended sources in astronomical images},
author={Li X, Armour W & Adamek K},
journal={Astrophysical Journal Supplement Series},
volume={274},
number={37},
publisher={American Astronomical Society},
year = "2024"
}
AI security and cyber risk in IoT systems
Radanliev P, de Roure D, Maple C, Nurse JRC, Nicolescu R et al. (2024), Frontiers in Big Data, 7
AI security and cyber risk in IoT systems
Radanliev P, De Roure D, Maple C, Nurse JRC, Nicolescu R et al. (2024)
BibTeX
@misc{aisecurityandcy-2024/10,
title={AI security and cyber risk in IoT systems},
author={Radanliev P, De Roure D, Maple C, Nurse JRC, Nicolescu R et al.},
year = "2024"
}
An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization.
Diehl A, Rahman AA, Bach B, El-Assady M, Kraus M et al. (2024), IEEE transactions on visualization and computer graphics, PP
The attribution of February extremes over North America: a forecast-based storyline study
Lee D, Sparrow S, Leach N, Osprey S, Lee J et al. (2024), Journal of Climate, 37(19), 5073-5089
BibTeX
@article{theattributiono-2024/9,
title={The attribution of February extremes over North America: a forecast-based storyline study},
author={Lee D, Sparrow S, Leach N, Osprey S, Lee J et al.},
journal={Journal of Climate},
volume={37},
pages={5073-5089},
publisher={American Meteorological Society},
year = "2024"
}
Maximizing Grid Intelligence: Harnessing Substation Load Data via Machine Learning
Azizi E, Hua W, Wallom D & McCulloch M (2024), 594-599
BibTeX
@inproceedings{maximizinggridi-2024/9,
title={Maximizing Grid Intelligence: Harnessing Substation Load Data via Machine Learning},
author={Azizi E, Hua W, Wallom D & McCulloch M},
booktitle={2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)},
pages={594-599},
year = "2024"
}
Image similarity using an ensemble of context-sensitive models
Liao Z & Chen M (2024), KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 1758-1769
Learning to learn: a reflexive case study of PRiSM SampleRNN
Ma B, Sargen E, De Roure D & Howard E (2024), AIMC 2024
BibTeX
@inproceedings{learningtolearn-2024/8,
title={Learning to learn: a reflexive case study of PRiSM SampleRNN},
author={Ma B, Sargen E, De Roure D & Howard E},
booktitle={International Conference on AI and Musical Creativity (AIMC 2024)},
year = "2024"
}
Developing Fundamental Research Practice Training at the University of Oxford
Callaghan S, Casci T, Dally K, Fortunato L, Palmero Fern??ndez M et al. (2024), Exchanges The Interdisciplinary Research Journal, 11(3), 66-79
BibTeX
@article{developingfunda-2024/8,
title={Developing Fundamental Research Practice Training at the University of Oxford},
author={Callaghan S, Casci T, Dally K, Fortunato L, Palmero Fern??ndez M et al.},
journal={Exchanges The Interdisciplinary Research Journal},
volume={11},
pages={66-79},
publisher={University of Warwick},
year = "2024"
}
Skilful probabilistic medium???range precipitation and temperature forecasts over Vietnam for the development of a future dengue early warning system
Main L, Sparrow S, Weisheimer A & Wright M (2024), Meteorological Applications, 31(4)
BibTeX
@article{skilfulprobabil-2024/8,
title={Skilful probabilistic medium???range precipitation and temperature forecasts over Vietnam for the development of a future dengue early warning system},
author={Main L, Sparrow S, Weisheimer A & Wright M},
journal={Meteorological Applications},
volume={31},
number={e2222},
publisher={Wiley Open Access},
year = "2024"
}
Multi-scale CLEAN memory utilisation challenges at square kilometre array scale
Wright D, Adamek K & Armour W (2024), Proceedings of the 4th URSI Atlantic Radio Science Meeting (AT-RASC 2024), 1-4
Traditional Methods Outperform Generative LLMs at Forecasting Credit Ratings
Drinkall F, Pierrehumbert JB & Zohren S (2024)
Dynamic and Thermodynamic Control of the Response of Winter Climate and Extreme Weather to Projected Arctic Sea???Ice Loss
Ye K, Woollings T & Sparrow SN (2024), Geophysical Research Letters, 51(13)
BibTeX
@article{dynamicandtherm-2024/7,
title={Dynamic and Thermodynamic Control of the Response of Winter Climate and Extreme Weather to Projected Arctic Sea???Ice Loss},
author={Ye K, Woollings T & Sparrow SN},
journal={Geophysical Research Letters},
volume={51},
number={e2024GL109271},
publisher={Wiley Open Access},
year = "2024"
}
Time machine GPT
Drinkall F, Rahimikia E, Pierrehumbert J & Zohren S (2024)
BibTeX
@inproceedings{timemachinegpt-2024/6,
title={Time machine GPT},
author={Drinkall F, Rahimikia E, Pierrehumbert J & Zohren S},
booktitle={2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics},
year = "2024"
}
Ensemble of global climate simulations for temperature in historical, 1.5 ??C and 2.0 ??C scenarios from HadAM4
Lizana J, Miranda ND, Sparrow SN, Watson PAG, Zachau Walker M et al. (2024), Scientific Data, 11(1)
BibTeX
@article{ensembleofgloba-2024/6,
title={Ensemble of global climate simulations for temperature in historical, 1.5 ??C and 2.0 ??C scenarios from HadAM4},
author={Lizana J, Miranda ND, Sparrow SN, Watson PAG, Zachau Walker M et al.},
journal={Scientific Data},
volume={11},
number={578},
publisher={Nature Research},
year = "2024"
}
Ensemble of global climate simulations for temperature in historical, 1.5 ??C and 2.0 ??C scenarios from HadAM4
Lizana J, Miranda ND, Sparrow SN, Watson PAG, Zachau Walker M et al. (2024), Scientific Data, 11(1)
BibTeX
@article{ensembleofgloba-2024/6,
title={Ensemble of global climate simulations for temperature in historical, 1.5 ??C and 2.0 ??C scenarios from HadAM4},
author={Lizana J, Miranda ND, Sparrow SN, Watson PAG, Zachau Walker M et al.},
journal={Scientific Data},
volume={11},
number={578},
publisher={Nature Research},
year = "2024"
}
Energy consumption in higher education buildings: bridging the performance gap using digital twin technology
Peinturier L & Wallom D (2024), eceee 2024 Summer Study on energy efficiency: sustainable, safe & secure through demand reduction
BibTeX
@inproceedings{energyconsumpti-2024/6,
title={Energy consumption in higher education buildings: bridging the performance gap using digital twin technology},
author={Peinturier L & Wallom D},
booktitle={eceee 2024 Summer Study Sustainable, safe and secure through demand reduction},
year = "2024"
}
Probing large language models for scalar adjective lexical semantics and scalar diversity pragmatics
Lin F, Altshuler D & Pierrehumbert J (2024), Proceedings of the Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 13033-13049
BibTeX
@inproceedings{probinglargelan-2024/5,
title={Probing large language models for scalar adjective lexical semantics and scalar diversity pragmatics},
author={Lin F, Altshuler D & Pierrehumbert J},
booktitle={Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)},
pages={13033-13049},
year = "2024"
}
STEntConv: predicting disagreement between Reddit users with stance detection and a signed graph convolutional network
Lorge I, Zhang L, Dong X & Pierrehumbert J (2024), Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 15273-15284
BibTeX
@inproceedings{stentconvpredic-2024/5,
title={STEntConv: predicting disagreement between Reddit users with stance detection and a signed graph convolutional network},
author={Lorge I, Zhang L, Dong X & Pierrehumbert J},
booktitle={2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings},
pages={15273-15284},
year = "2024"
}
Graph-enhanced large language models in asynchronous plan reasoning
Lin F, La Malfa E, Hofmann V, Yang R, Cohn AG et al. (2024), Proceedings of the 41st International Conference on Machine Learning (ICML 2024), 30108-30134
BibTeX
@inproceedings{graphenhancedla-2024/5,
title={Graph-enhanced large language models in asynchronous plan reasoning},
author={Lin F, La Malfa E, Hofmann V, Yang R, Cohn AG et al.},
booktitle={41st International Conference on Machine Learning (ICML 2024)},
pages={30108-30134},
year = "2024"
}
Extreme rainfall and landslides as a response to human-induced climate change: a case study at Baixada Santista, Brazil, 2020
Couto de Souza D, Crespo NM, Vieira da Silva D, Harada LM, Parrode de Godoy RM et al. (2024), Natural Hazards
BibTeX
@article{extremerainfall-2024/5,
title={Extreme rainfall and landslides as a response to human-induced climate change: a case study at Baixada Santista, Brazil, 2020},
author={Couto de Souza D, Crespo NM, Vieira da Silva D, Harada LM, Parrode de Godoy RM et al.},
journal={Natural Hazards},
publisher={Springer},
year = "2024"
}
Event attribution of a midlatitude windstorm using ensemble weather forecasts
Ermis S, Leach NJ, Lott FC, Sparrow SN & Weisheimer A (2024), Environmental Research: Climate, 3(3)
BibTeX
@article{eventattributio-2024/5,
title={Event attribution of a midlatitude windstorm using ensemble weather forecasts},
author={Ermis S, Leach NJ, Lott FC, Sparrow SN & Weisheimer A},
journal={Environmental Research: Climate},
volume={3},
number={035001},
publisher={IOP Publishing},
year = "2024"
}
A comparative climate-resilient energy design: Wildfire Resilient Load Forecasting Model using multi-factor deep learning methods
Yang W, Sparrow SN & Wallom DCH (2024), Applied Energy, 368
BibTeX
@article{acomparativecli-2024/5,
title={A comparative climate-resilient energy design: Wildfire Resilient Load Forecasting Model using multi-factor deep learning methods},
author={Yang W, Sparrow SN & Wallom DCH},
journal={Applied Energy},
volume={368},
number={123365},
publisher={Elsevier},
year = "2024"
}
InChI isotopologue and isotopomer specifications
Moseley HNB, Rocca-Serra P, Salek RM, Arita M & Schymanski EL (2024), Journal of Cheminformatics, 16(1)
A comparative climate-resilient energy design: Wildfire Resilient Load Forecasting Model using multi-factor deep learning methods
Yang W, Sparrow SN & Wallom DCH (2024), Applied Energy, 368
BibTeX
@article{acomparativecli-2024/5,
title={A comparative climate-resilient energy design: Wildfire Resilient Load Forecasting Model using multi-factor deep learning methods},
author={Yang W, Sparrow SN & Wallom DCH},
journal={Applied Energy},
volume={368},
number={123365},
publisher={Elsevier},
year = "2024"
}
Sensitivity analysis of distributed photovoltaic system capacity estimation based on artificial neural network
Tang L, Ashtine M, Hua W & Wallom D (2024), Sustainable Energy Grids and Networks, 39
BibTeX
@article{sensitivityanal-2024/5,
title={Sensitivity analysis of distributed photovoltaic system capacity estimation based on artificial neural network},
author={Tang L, Ashtine M, Hua W & Wallom D},
journal={Sustainable Energy Grids and Networks},
volume={39},
number={101396},
publisher={Elsevier},
year = "2024"
}
MASTER: machine learning-based cold start latency prediction framework in serverless edge computing environments for industry 4.0
Golec M, Gill SS, Wu H, Can TC, Golec M et al. (2024), IEEE Journal of Selected Areas in Sensors, 1, 36-48
BibTeX
@article{mastermachinele-2024/5,
title={MASTER: machine learning-based cold start latency prediction framework in serverless edge computing environments for industry 4.0},
author={Golec M, Gill SS, Wu H, Can TC, Golec M et al.},
journal={IEEE Journal of Selected Areas in Sensors},
volume={1},
pages={36-48},
publisher={IEEE},
year = "2024"
}
Ray???tracing analytical absorption correction for X???ray crystallography based on tomographic reconstructions
Lu Y, Duman R, Beilsten-Edmands J, Winter G, Basham M et al. (2024), Journal of Applied Crystallography, 57(3), 649-658
BibTeX
@article{raytracinganaly-2024/4,
title={Ray???tracing analytical absorption correction for X???ray crystallography based on tomographic reconstructions},
author={Lu Y, Duman R, Beilsten-Edmands J, Winter G, Basham M et al.},
journal={Journal of Applied Crystallography},
volume={57},
pages={649-658},
publisher={International Union of Crystallography},
year = "2024"
}
Training-free layout control with cross-attention guidance
Chen M, Laina I & Vedaldi A (2024), 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 5331-5341
Analysing the effects of congestion on hybrid order picking systems using a discrete-event simulator
Street C, Jujjavarapu SS, Nai-An Chen M, Paul S & Hawes N (2024), Lecture Notes in Networks and Systems, 795
BibTeX
@inproceedings{analysingtheeff-2024/4,
title={Analysing the effects of congestion on hybrid order picking systems using a discrete-event simulator},
author={Street C, Jujjavarapu SS, Nai-An Chen M, Paul S & Hawes N},
booktitle={18th International Conference on Intelligent Autonomous Systems (IAS18).},
year = "2024"
}
Geographic adaptation of pretrained language models
Hofmann V, Glava?? G, Ljube??i?? N, Pierrehumbert JB & Sch??tze H (2024), Transactions of the Association for Computational Linguistics, 12, 411-431
BibTeX
@article{geographicadapt-2024/4,
title={Geographic adaptation of pretrained language models},
author={Hofmann V, Glava?? G, Ljube??i?? N, Pierrehumbert JB & Sch??tze H},
journal={Transactions of the Association for Computational Linguistics},
volume={12},
pages={411-431},
publisher={Massachusetts Institute of Technology Press},
year = "2024"
}
Electricity climate-compatibility index: measuring global progress towards decarbonising the power sector
Alotaiq A, Collett K, Fofrich R, Wallom D & McCulloch M (2024), Journal of Economy and Technology, 2, 1-21
BibTeX
@article{electricityclim-2024/4,
title={Electricity climate-compatibility index: measuring global progress towards decarbonising the power sector},
author={Alotaiq A, Collett K, Fofrich R, Wallom D & McCulloch M},
journal={Journal of Economy and Technology},
volume={2},
pages={1-21},
publisher={Elsevier},
year = "2024"
}
CLEAN algorithm implementation comparisons between popular software packages
Wright D, Ad??mek K & Armour W (2024)
BibTeX
@misc{cleanalgorithmi-2024/3,
title={CLEAN algorithm implementation comparisons between popular software
packages},
author={Wright D, Ad??mek K & Armour W},
year = "2024"
}
Using an evidence-based approach to improve calibration of non-domestic building digital twins
Peinturier L & Wallom D (2024), Proceedings of the 7th International Conference on Energy Conservation and Efficiency (ICECE 2024), 1-6
BibTeX
@inproceedings{usinganevidence-2024/3,
title={Using an evidence-based approach to improve calibration of non-domestic building digital twins},
author={Peinturier L & Wallom D},
booktitle={7th International Conference on Energy Conservation and Efficiency (ICECE 2024)},
pages={1-6},
year = "2024"
}
CLEAN algorithm implementation comparisons between popular software packages
Wright D, Adamek K & Armour W (2024)
BibTeX
@inproceedings{cleanalgorithmi-2024/2,
title={CLEAN algorithm implementation comparisons between popular software packages},
author={Wright D, Adamek K & Armour W},
booktitle={33rd Astronomical Data Analysis Software & Systems (ADASS 2023)},
year = "2024"
}
Simulation-based optimization of user interfaces for quality-assuring machine learning model predictions
Zhang Y, Tennekes M, De Jong T, Curier L, Coecke B et al. (2024), ACM Transactions on Interactive Intelligent Systems, 14(1), 1-32
BibTeX
@article{simulationbased-2024/1,
title={Simulation-based optimization of user interfaces for quality-assuring machine learning model predictions},
author={Zhang Y, Tennekes M, De Jong T, Curier L, Coecke B et al.},
journal={ACM Transactions on Interactive Intelligent Systems},
volume={14},
number={1},
pages={1-32},
publisher={Association for Computing Machinery},
year = "2024"
}
How do public perceptions affect the security of connected places? A systematic literature review
Dutkowska-Zuk A, Bourne J, An C, Gao X, Cetinkaya O et al. (2024), Information, 15(2)