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Results for uncertainty estimation

Publications & Outputs

  1. Trustworthy Fault Diagnosis with Uncertainty Estimation through Evidential Convolutional Neural Networks

    Zhou, H., Chen, W., Cheng, L., Liu, J. & Xia, M., 30/11/2023, In: IEEE Transactions on Industrial Informatics. 19, 11, p. 10842-10852 11 p., 11.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Reliable and Intelligent Fault Diagnosis with Evidential VGG Neural Networks

    Zhou, H., Chen, W., Cheng, L., Williams, D., De Silva, C. W. & Xia, M., 7/03/2023, In: IEEE Transactions on Instrumentation and Measurement. 72, p. 1-12 12 p., 3508612.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Facets of uncertainty: epistemic uncertainty, non-stationarity, likelihood, hypothesis testing, and communication

    Beven, K. J., 09/2016, In: Hydrological Sciences Journal. 61, 9, p. 1652-1665 4 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. GLUE based marine X-band weather radar data calibration and uncertainty estimation

    Nielsen, J. E., Beven, K. J., Thorndahl, S. & Rasmussen, M. R., 2015, In: Urban Water Journal . 12, 4, p. 283-294 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. GLUE: twenty years on

    Beven, K. & Binley, A., 29/11/2014, In: Hydrological Processes. 28, 24, p. 5897–5918 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. On the colour and spin of epistemic error (and what we might do about it)

    Beven, K., Smith, P. & Wood, A., 2011, In: Hydrology and Earth System Sciences. 15, p. 3123-3133 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Preferential flows and travel time distributions: defining adequate hypothesis tests for hydrological process models

    Beven, K. J., 15/06/2010, In: Hydrological Processes. 24, 12, p. 1537-1547 11 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  8. Implications of model uncertainty for the mapping of hillslope-scale soil erosion predictions.

    Brazier, R. E., Beven, K. J., Anthony, S. G. & Rowan, J. S., 11/2001, In: Earth Surface Processes and Landforms. 26, 12, p. 1333-1352 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Equifinality and uncertainty in physically based soil erosion models : application of the GLUE methodology to WEPP-the water erosion prediction project-for sites in the UK and USA.

    Brazier, R. E., Beven, K. J., Freer, J. & Rowan, J. S., 08/2000, In: Earth Surface Processes and Landforms. 25, 8, p. 825-845 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Prophecy, reality and uncertainty in distributed hydrological modelling.

    Beven, K. J., 1993, In: Advances in Water Resources. 16, 1, p. 41-51 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review