Oxford e-Research Centre | Publications
Recent Publications
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, 123365-123365
BibTeX
@article{acomparativecli-2024/8,
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},
pages={123365-123365},
publisher={Elsevier BV},
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, 123365-123365
BibTeX
@article{acomparativecli-2024/8,
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},
pages={123365-123365},
publisher={Elsevier BV},
year = "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"
}
Specific humidity verification skill of ECMWF weather forecast model in the region of Vietnam
Perez I & Sparrow S (2024)
BibTeX
@misc{specifichumidit-2024/7,
title={Specific humidity verification skill of ECMWF weather forecast model in the region of Vietnam},
author={Perez I & Sparrow S},
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
BibTeX
@article{raytracinganaly-2024/6,
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},
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"
}
University of Oxford: Open Research Position Statement, June 2024
Dally K, Callaghan S, Casci T & Sansone S-A (2024)
BibTeX
@misc{universityofoxf-2024/6,
title={University of Oxford: Open Research Position Statement, June 2024},
author={Dally K, Callaghan S, Casci T & Sansone S-A},
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"
}
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"
}
InChI isotopologue and isotopomer specifications
Moseley HNB, Rocca-Serra P, Salek RM, Arita M & Schymanski EL (2024), Journal of Cheminformatics, 16(1)
BibTeX
@article{inchiisotopolog-2024/5,
title={InChI isotopologue and isotopomer specifications},
author={Moseley HNB, Rocca-Serra P, Salek RM, Arita M & Schymanski EL},
journal={Journal of Cheminformatics},
volume={16},
number={54 },
publisher={BioMed Central},
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, 101396
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},
pages={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, PP(99), 1-13
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={PP},
pages={1-13},
publisher={Institute of Electrical and Electronics Engineers (IEEE)},
year = "2024"
}
Geographic adaptation of pretrained language models
Hofmann V, Glavaš G, Ljubešić N, Pierrehumbert JB & Schütze 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, Glavaš G, Ljubešić N, Pierrehumbert JB & Schütze 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, Adámek K & Armour W (2024)
BibTeX
@misc{cleanalgorithmi-2024/3,
title={CLEAN algorithm implementation comparisons between popular software
packages},
author={Wright D, Adámek K & Armour W},
year = "2024"
}
Using an Evidence-Based Approach to Improve Calibration of Non-Domestic Building Digital Twins
Peinturier L & Wallom D (2024), 00, 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={2024 7th International Conference on Energy Conservation and Efficiency (ICECE)},
pages={1-6},
year = "2024"
}
Quantum Computing: Vision and Challenges
Gill SS, Cetinkaya O, Marrone S, Combarro EF, Claudino D et al. (2024)
BibTeX
@misc{quantumcomputin-2024/3,
title={Quantum Computing: Vision and Challenges},
author={Gill SS, Cetinkaya O, Marrone S, Combarro EF, Claudino D et al.},
year = "2024"
}
Toward using GANs in astrophysical Monte-Carlo simulations
Isaac A, Armour W & Adámek K (2024)
BibTeX
@misc{towardusinggans-2024/2,
title={Toward using GANs in astrophysical Monte-Carlo simulations},
author={Isaac A, Armour W & Adámek K},
year = "2024"
}