Results for machine learning

Activities

1. XAI Explainability for AEC - The Parametric Social Distance Lab

   Fagan, D. (Speaker)

   2/12/2022

   Activity: Talk or presentation types › Invited talk

Publications & Outputs

1. The Impact of Wave Prediction Uncertainty on the Control of a Multi-Axis Wave Energy Converter

   Hall, C., Wu, Y., Rizaev, I., Sheng, W., Dorrell, R. & Aggidis, G., 16/06/2025, In: International Marine Energy Journal. 8, 1, p. 65-72 8 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

2. The ethical use of Artificial Intelligence in academic research

   McHugh, J. (Speaker) & Lindley, J. (Speaker), 23/05/2025

   Research output: Exhibits, objects and web-based outputs › Podcast

3. A Hybrid Machine Learning Approach to Predict and Evaluate Surface Chemistries of Films Deposited via APPJ

   Wang, Y., Ma, X., Robson, A. J., Short, R. D. & Bradley, J. W., 11/05/2025, (E-pub ahead of print) In: Plasma Processes Polym.. e70035.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

4. High-resolution UAV-based blueberry scorch virus mapping utilizing a deep vision transformer algorithm

   Jamali, A., Lu, B., Gerbrandt, E. M., Teasdale, C., Burlakoti, R. R., Sabaratnam, S., McIntyre, J., Yang, L., Schmidt, M., McCaffrey, D. & Ghamisi, P., 28/02/2025, In: Computers and Electronics in Agriculture. 229, 109726.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

5. The potential for AI to revolutionize conservation: a horizon scan

   Reynolds, S. A., Beery, S., Burgess, N., Burgman, M., Butchart, S. H. M., Cooke, S. J., Coomes, D., Danielsen, F., Di Minin, E., Durán, A. P., Gassert, F., Hinsley, A., Jaffer, S., Jones, J. P. G., Li, B. V., Mac Aodha, O., Madhavapeddy, A., O'Donnell, S. A. L., Oxbury, W. M. & Peck, L. & 7 others, Pettorelli, N., Rodríguez, J. P., Shuckburgh, E., Strassburg, B., Yamashita, H., Miao, Z. & Sutherland, W. J., 28/02/2025, In: Trends in Ecology and Evolution. 40, 2, p. 191-207 17 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

6. Building robust surrogate models of laser-plasma interactions using large scale PIC simulation

   Smith, N., Lancaster, K., Morris, S., Arran, C. & Ridgers, C., 10/01/2025, In: Plasma Physics and Controlled Fusion. 67, 2, 025013.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

7. Prioritizing Research for Enhancing the Technology Readiness Level of Wind Turbine Blade Leading-Edge Erosion Solutions

   Pryor, S. C., Barthelmie, R. J., Coburn, J. J., zhou, X., Rodgers, M., Norton, H., Campobasso, S., Mendez-Lopez, B., Bay Hassager, C. & Mishnaevsky, Jr., L., 13/12/2024, In: Energies. 17, 24, 29 p., 6285.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

8. Space Weather Forecasts of Ground Level Space Weather in the UK: Evaluating Performance and Limitations

   Smith, A. W., Rae, I. J., Forsyth, C., Coxon, J. C., Walach, M. ‐., Lao, C. J., Bloomfield, D. S., Reddy, S. A., Coughlan, M. K., Keesee, A. & Bentley, S., 30/11/2024, In: Space Weather. 22, 11, e2024SW003973.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

9. Accommodating machine learning algorithms in professional service firms

   Faulconbridge, J., Sarwar, A. & Spring, M., 31/07/2024, In: Organization Studies. 45, 7, p. 1009-1037 29 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

10. Data-Driven Optimization for Air Traffic Flow Management with Trajectory Preferences

    De Giovanni, L., Lancia, C. & Lulli, G., 31/03/2024, In: Transportation Science. 58, 2, p. 540-556 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

11. Optimizing adjuvant treatment options for patients with glioblastoma

    Zhu, E., Wang, J., Shi, W., Jing, Q., Ai, P., Shan, D. & Ai, Z., 21/02/2024, In: Frontiers in Neurology. 15, 1326591.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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