Publications

BibTeX

@article{digitalizationo-2025/2,
  title={Digitalization opportunities to enable local power system transition to net-zero},
  author={Azizi E, Hua W, Stephen B, Wallom D & McCulloch M},
  journal={Energy for Sustainable Development},
  volume={84},
  year = "2025"
}

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"
}

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"
}

BibTeX

@article{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.},
  journal={Frontiers in Big Data},
  volume={7},
  number={1402745},
  publisher={Frontiers Media},
  year = "2024"
}

@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"
}

BibTeX

@article{ananalysisofthe-2024/9,
  title={An Analysis of the Interplay and Mutual Benefits of Grounded Theory and Visualization.},
  author={Diehl A, Rahman AA, Bach B, El-Assady M, Kraus M et al.},
  journal={IEEE transactions on visualization and computer graphics},
  volume={PP},
  year = "2024"
}

BibTeX

@inproceedings{imagesimilarity-2024/8,
  title={Image similarity using an ensemble of context-sensitive models},
  author={Liao Z & Chen M},
  booktitle={30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  pages={1758-1769},
  year = "2024"
}

@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"
}

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"
}

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"
}

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"
}

BibTeX

@inproceedings{multiscaleclean-2024/7,
  title={Multi-scale CLEAN memory utilisation challenges at square kilometre array scale},
  author={Wright D, Adamek K & Armour W},
  booktitle={4th URSI Atlantic Radio Science Meeting (AT-RASC 2024)},
  pages={1-4},
  year = "2024"
}

BibTeX

@misc{traditionalmeth-2024/7,
  title={Traditional Methods Outperform Generative LLMs at Forecasting Credit Ratings},
  author={Drinkall F, Pierrehumbert JB & Zohren S},
  year = "2024"
}

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"
}

@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"
}

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"
}

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"
}

BibTeX

@article{theattributiono-2024/6,
  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},
  publisher={American Meteorological Society},
  year = "2024"
}

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"
}

@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"
}

@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"
}

@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"
}

@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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

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"
}

BibTeX

@inproceedings{trainingfreelay-2024/4,
  title={Training-free layout control with cross-attention guidance},
  author={Chen M, Laina I & Vedaldi A},
  booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2024)},
  pages={5331-5341},
  year = "2024"
}

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"
}

BibTeX

@misc{timemachinegpt-2024/4,
  title={Time Machine GPT},
  author={Drinkall F, Rahimikia E, Pierrehumbert JB & Zohren S},
  year = "2024"
}

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"
}

@misc{cleanalgorithmi-2024/3,
  title={CLEAN algorithm implementation comparisons between popular software
  packages},
  author={Wright D, Ad??mek K & Armour W},
  year = "2024"
}

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"
}

BibTeX

@misc{quantumcomputin-2024/3,
  title={Quantum Computing: Vision and Challenges},
  author={Gill SS, Cetinkaya O, Marrone S, Claudino D, Haunschild D et al.},
  year = "2024"
}

BibTeX

@misc{towardusinggans-2024/2,
  title={Toward using GANs in astrophysical Monte-Carlo simulations},
  author={Isaac A, Armour W & Ad??mek K},
  year = "2024"
}

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"
}

BibTeX

@article{howdopublicperc-2024/1,
  title={How do public perceptions affect the security of connected places? A systematic literature review},
  author={Dutkowska-Zuk A, Bourne J, An C, Gao X, Cetinkaya O et al.},
  journal={Information},
  volume={15},
  number={80},
  publisher={MDPI},
  year = "2024"
}

BibTeX

@article{responseofwinte-2024/1,
  title={Response of winter climate and extreme weather to projected Arctic sea-ice loss in very large-ensemble climate model simulations},
  author={Ye K, Woollings T, Sparrow SN, Watson PAG & Screen JA},
  journal={npj Climate and Atmospheric Science},
  volume={7},
  number={20},
  publisher={Springer Nature},
  year = "2024"
}

@misc{globalgriddedda-2024/1,
  title={Global gridded dataset of Heating Degree Days and Cooling Degree Days under three climate scenarios: historical, 1.5??C and 2??C},
  author={Lizana J, Miranda ND, Sparrow SN, Wallom DCH, Khosla R et al.},
  year = "2024"
}

BibTeX

@article{assessinglongte-2024/1,
  title={Assessing long-term future climate change impacts on extreme low wind events for offshore wind turbines in the UK exclusive economic zone},
  author={Abdelaziz S, Sparrow SN, Hua W & Wallom DCH},
  journal={Applied Energy},
  volume={354},
  year = "2024"
}

BibTeX

@article{integratedposto-2024/1,
  title={Integrated post-occupancy evaluation and intervention that achieve real-world zero-carbon buildings},
  author={Lizana J, Wheeler S, Azizi E, Halloran C, Wheeler J et al.},
  journal={Energy and Buildings},
  volume={303},
  year = "2024"
}

BibTeX

@inproceedings{loadprofilefore-2024/1,
  title={Load Profile Forecasting of Small and Medium-sized Businesses For Flexibility Programs},
  author={Shimmari MA, Calliess J-P & Wallom D},
  booktitle={2024 4th International Conference on Smart Grid and Renewable Energy (SGRE)},
  pages={1-5},
  year = "2024"
}

@misc{globalgriddedda-2024/1,
  title={Global gridded dataset of Heating Degree Days and Cooling Degree Days under three climate scenarios: historical, 1.5??C and 2??C},
  author={Lizana J, Miranda ND, Sparrow SN, Wallom DCH, Khosla R et al.},
  year = "2024"
}

BibTeX

@article{moderncomputing-2024/1,
  title={Modern computing: vision and challenges},
  author={Gill SS, Wu H, Patros P, Ottaviani C, Arora P et al.},
  journal={Telematics and Informatics Reports},
  volume={13},
  number={100116},
  publisher={Elsevier},
  year = "2024"
}

BibTeX

@article{howdopublicperc-2024/1,
  title={How do public perceptions affect the security of connected places? A systematic literature review},
  author={Dutkowska-Zuk A, Bourne J, An C, Gao X, Cetinkaya O et al.},
  journal={Information},
  volume={15},
  number={80},
  publisher={MDPI},
  year = "2024"
}

BibTeX

@misc{moderncomputing-2024/1,
  title={Modern Computing: Vision and Challenges},
  author={Gill SS, Wu H, Patros P, Ottaviani C, Arora P et al.},
  year = "2024"
}

BibTeX

@misc{generatingvirtu-2024/,
  title={Generating Virtual Populations of 3D Cardiac Anatomies with Snowflake-Net},
  author={Peng J, Beetz M, Banerjee A, Chen M & Grau V},
  year = "2024"
}

BibTeX

@misc{entropiesfromfd-2024/,
  title={Entropies from f-Divergences},
  author={Sbert M, Chen M, Poch J, Feixas M & Chen S},
  year = "2024"
}