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Results for Gaussian processes

Publications & Outputs

  1. Simulating organic aerosol in Delhi with WRF-Chem using the volatility-basis-set approach: exploring model uncertainty with a Gaussian process emulator

    Reyes-Villegas, E., Lowe, D., Johnson, J. S., Carslaw, K. S., Darbyshire, E., Flynn, M., Allan, J. D., Coe, H., Chen, Y., Wild, O., Archer-Nicholls, S., Archibald, A., Singh, S., Shrivastava, M., Zaveri, R. A., Singh, V., Beig, G., Sokhi, R. & McFiggans, G., 23/05/2023, In: Atmospheric Chemistry and Physics . 23, 10, p. 5763-5782 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  2. Calibrating a global atmospheric chemistry transport model using Gaussian process emulation and ground-level concentrations of ozone and carbon monoxide

    Ryan, E. & Wild, O., 1/09/2021, In: Geoscientific Model Development Discussions. 14, p. 5373-5391 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Modelling spatial extreme events with environmental applications

    Tawn, J. A., Shooter, R., Towe, R. P. & Lamb, R., 12/2018, In: Spatial Statistics. 28, p. 39-58 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Merging MCMC subposteriors through Gaussian-Process Approximations

    Nemeth, C. & Sherlock, C. G., 03/2018, In: Bayesian Analysis. 13, 2, p. 507-530 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Fast nonparametric clustering of structured time-series

    Hensman, J., Rattray, M. & Lawrence, N. D., 1/02/2015, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 2, p. 383-393 11 p., 6802369.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Locating acoustic emission sources in complex structures using Gaussian processes

    Hensman, J., Mills, R., Pierce, S. G., Worden, K. & Eaton, M., 01/2010, In: Mechanical Systems and Signal Processing. 24, 1, p. 211-223 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. An experimental and numerical study of the influence of diode laser beam shape on thin wall direct metal deposition

    Pinkerton, A. J. & Li, L., 2005, In: Journal of Laser Applications. 17, 1, p. 47-56 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review