"Maxwell" HPC for Research

Research output

Research output per year 2018 2018 2021 2022 2023 2024 2024

• 18 Article
• 5 Preprint

Research output per year

Research output per year

Search results

• 2024

  LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations

  Alkhalefi, M. A. M. A. A., Leontidis, G. & Zhong, M., 11 Mar 2024, ArXiv, p. 1-16, 16 p.

  Research output: Working paper › Preprint

  Open Access

  File

  • Transfer learning 100%
  • Crops 93%
  • Image classification 89%
  • Supervised learning 88%
  • Object detection 86%
  1 Downloads (Pure)

• Masked Capsule Autoencoders

  Everett, M. A., Zhong, M. & Leontidis, G., 7 Mar 2024, ArXiv, 15 p.

  Research output: Working paper › Preprint

  Open Access

  File

  • Convolutional neural networks 100%
  • Ablation 67%
  • Network performance 53%
  • Neural networks 33%
  • Experiments 19%

• Differentiating α-moganite, silanol and α-quartz by Raman spectroscopy

  Tsukada, Y., Schmidt, P. & Bowden, S., 6 Mar 2024, In: Physical Chemistry Chemical Physics. 26, 10, p. 8195-8199 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Silanol 100%
  • quartz 79%
  • Raman spectroscopy 77%
  • Raman Spectrum 73%
  • Raman spectra 69%
  3 Downloads (Pure)
• 2023

  Model pruning enables localized and efficient federated learning for yield forecasting and data sharing

  Li, A. H., Markovic, M., Edwards, P. & Leontidis, G., 15 May 2024, In: Expert Systems with Applications. 242, p. 1-12 12 p., 122847.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data Sharing 100%
  • Farms 9%
  • Data communication systems 8%
  • Sustainable development 8%
  • Machine learning 7%
  2 Downloads (Pure)

• ProtoCaps: A Fast and Non-Iterative Capsule Network Routing Method

  Everett, M. A., Zhong, M. & Leontidis, G., 6 Dec 2023, In: Transactions on Machine Learning Research. p. 1-13 13 p., 1535.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Network routing 100%
  • Convolutional neural networks 37%
  • Deep learning 37%
  • Computational complexity 33%
  • Data storage equipment 25%
  1 Downloads (Pure)

• LLEDA—Lifelong Self-Supervised Domain Adaptation

  Thota, M., Yi, D. & Leontidis, G., 4 Nov 2023, In: Knowledge-Based Systems. 279, 11 p., 110959.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • System theory 100%
  • Learning systems 90%
  • Forgetting 86%
  • Learning Systems 54%
  • Data storage equipment 53%
  1 Citation (Scopus)

  1 Downloads (Pure)

• Tabular Machine Learning Methods for Predicting Gas Turbine Emissions

  Potts, R. L., Hackney, R. & Leontidis, G., 14 Aug 2023, In: Machine Learning and Knowledge Extraction. 5, 3, p. 1055-1075 21 p., make5030055.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Gas turbines 100%
  • Machine learning 83%
  • Nitrogen oxides 19%
  • Reaction kinetics 18%
  • Carbon monoxide 17%
  1 Downloads (Pure)

• S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning

  Manova, A., Durrant, A. & Leontidis, G., 19 May 2023, ArXiv, p. 1-9, 9 p.

  Research output: Working paper › Preprint

  Open Access

  File

  • Semantics 100%
  • Supervised learning 77%
  • Color 26%
  3 Downloads (Pure)

• HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes

  Durrant, A. & Leontidis, G., 18 May 2023, ArXiv, p. 1-12, 12 p.

  Research output: Working paper › Preprint

  Open Access

  File

  • Supervised learning 100%
  • Semantics 64%
  1 Downloads (Pure)

• Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing

  Li, A., Markovic, M., Edwards, P. & Leontidis, G., 19 Apr 2023, ArXiv, 31 p.

  Research output: Working paper › Preprint

  Open Access

  File

  • Data Sharing 100%
  • Farms 10%
  • Data communication systems 9%
  • Machine learning 8%
  • Servers 7%
  1 Downloads (Pure)
• 2022

  Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements

  Papaoikonomou, A., Wingate, J., Verma, V., Durrant, A., Ioannou, G., Papagiannis, T., Yu, M., Alexandridis, G., Dokhane, A., Leontidis, G., Kollias, S. & Stafylopatis, A., 1 Dec 2022, In: Annals of Nuclear Energy. 178, 10 p., 109373.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep learning 100%
  • Time series 96%
  • Recurrent neural networks 58%
  • Deep neural networks 54%
  • Convolutional neural networks 50%
  4 Citations (Scopus)

  3 Downloads (Pure)

• Recovery of Lutacidiplasmatales archaeal order genomes suggests convergent evolution in Thermoplasmatota

  Sheridan, P., Meng, Y., Williams, T. A. & Gubry-Rangin, C., 15 Jul 2022, In: Nature Communications. 13, 13 p., 4110 .

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Archaeal Genome 100%
  • genome 78%
  • Sulfite 68%
  • Sulfites 59%
  • recovery 48%
  9 Citations (Scopus)

  2 Downloads (Pure)

• Hyperspherically Regularized Networks for Self-Supervision

  Durrant, A. & Leontidis, G., 1 Jul 2022, In: Image and Vision Computing. 124, 104494.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Supervised learning 100%
  • Distillation 97%
  • Neurons 87%
  • Entropy 79%
  • Sampling 66%
  3 Citations (Scopus)

  4 Downloads (Pure)

• Machine learning for analysis of real nuclear plant data in the frequency domain

  Kollias, S., Yu, M., Wingate, J., Durrant, A., Leontidis, G., Alexandridis, G., Stafylopatis, A., Mylonakis, A., Vinai, P. & Demaziere, C., 1 Jul 2022, In: Annals of Nuclear Energy. 177, 29 p., 109293.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Neutron detectors 100%
  • Machine learning 87%
  • Reactor cores 69%
  • Unsupervised learning 67%
  • Supervised learning 62%
  3 Citations (Scopus)

  3 Downloads (Pure)

• The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector

  Durrant, A., Markovic, M., Matthews, D., May, D., Enright, J. & Leontidis, G., 1 Feb 2022, In: Computers and Electronics in Agriculture. 193, 12 p., 106648.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Data Sharing 100%
  • learning 80%
  • artificial intelligence 62%
  • food 60%
  • Machine learning 48%
  28 Citations (Scopus)

  5 Downloads (Pure)
• 2021

  Fully Homomorphically Encrypted Deep Learning as a Service

  Onoufriou, G., Mayfield, P. & Leontidis, G., 13 Oct 2021, In: Machine Learning and Knowledge Extraction. 3, 4, p. 819-834 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Deep learning 100%
  • Cryptography 92%
  • Food supply 42%
  • Milk 37%
  • Data Sharing 31%
  11 Citations (Scopus)

  4 Downloads (Pure)

• Structural changes to forests during regeneration affect water flux partitioning, water ages and hydrological connectivity: Insights from tracer-aided ecohydrological modelling

  Neill, A., Birkel, C., Maneta, M. P., Tetzlaff, D. & Soulsby, C., 7 Sept 2021, In: Hydrology and Earth System Sciences. 25, 9, p. 4861–4886 26 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • water flux 100%
  • structural change 98%
  • regeneration 82%
  • connectivity 80%
  • partitioning 79%
  13 Citations (Scopus)

  3 Downloads (Pure)

• How might technology rise to the challenge of data sharing in agri-food?

  Durrant, A., Markovic, M., Matthews, D., May, D., Leontidis, G. & Enright, J., 1 Mar 2021, In: Global Food Security. 28, 8 p., 100493.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Information Dissemination 100%
  • Data Sharing 96%
  • Food 59%
  • food 58%
  • Technology 55%
  31 Citations (Scopus)

  5 Downloads (Pure)
• 2020

  Exclusive enteral nutrition mediates gut microbial and metabolic changes that are associated with remission in children with Crohn’s disease

  Diederen, K., Li, J. V., Donachie, G. E., de Meij, T. G., de Waart, D. R., Hakvoort, T. B. M., Kindermann, A., Wagner, J., Auyeung, V., te Velde, A. A., Heinsbroek, S. E. M., Benninga, M. A., Kinross, J., Walker, A. W., de Jonge, W. J. & Seppen, J., 3 Nov 2020, In: Scientific Reports. 10, p. 18879 17 p., 18879.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Enteral Nutrition 100%
  • Cadaverine 92%
  • Crohn Disease 88%
  • trimethylamine 73%
  • Microbiota 69%
  68 Citations (Scopus)

  8 Downloads (Pure)
• 2018

  Threaded Connectors for Sandwich Pipes – Part 1: Parametric & Comparative Studies

  Onyegiri, I. & Kashtalyan, M., Dec 2018, In: International Journal of Pressure Vessels and Piping. 168, p. 117-124 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Drop 100%
  • Pipe 87%
  • Stress relief 76%
  • Modification 64%
  • Stress concentration 33%
  10 Citations (Scopus)

  24 Downloads (Pure)

• Threaded Connectors for Sandwich Pipes – Part 2: Optimisation of Stress Relief Groove

  Onyegiri, I. & Kashtalyan, M., Dec 2018, In: International Journal of Pressure Vessels and Piping. 168, p. 125-131 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Stress relief 100%
  • Drop 65%
  • Pipe 57%
  • Modification 42%
  • Stress concentration 21%
  11 Citations (Scopus)

  4 Downloads (Pure)

• Effect of spatial origin and hydrocarbon composition on bacterial consortia community structure and hydrocarbon biodegradation rates

  Potts, L. D., Calderon, L. J. P., Gontikaki, E., Keith, L., Gubry-Rangin, C., Anderson, J. A. & Witte, U., 1 Sept 2018, In: FEMS Microbiology Ecology. 94, 9, p. fiy127-fiy127

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Hydrocarbons 100%
  • Oils 26%
  • Microbiota 26%
  • Oceans and Seas 20%
  • Temperature 18%
  23 Citations (Scopus)

  10 Downloads (Pure)

• Microbiome composition within a sympatric species complex of intertidal isopods (Jaera albifrons)

  Wenzel, M. A., Douglas, A. & Piertney, S. B., 29 Aug 2018, In: PloS ONE. 13, 8, e0202212.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Sympatry 100%
  • Isopoda 98%
  • Microbiota 54%
  • Reproductive Isolation 25%
  • Sex Ratio 23%
  11 Citations (Scopus)

  9 Downloads (Pure)