Darren Wilkinson
Newcastle University
H-index: 39
Europe-United Kingdom
Top articles of Darren Wilkinson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Emulating long-term weather-driven transportation earthworks deterioration models to support asset management | Transportation Geotechnics | PR Helm A Svalova AM Morsy M Rouainia Alister Smith | 2024/1/1 |
Proposer of the vote of thanks and contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’ | Journal of the Royal Statistical Society Series B: Statistical Methodology | Darren Wilkinson | 2024/4 |
Temporal modelling and time series analysis | Darren Wilkinson | 2024/2/12 | |
MGnify: the microbiome sequence data analysis resource in 2023 | Nucleic Acids Research | Lorna Richardson Ben Allen Germana Baldi Martin Beracochea Maxwell L Bileschi | 2023/1/6 |
A Bayesian spatio‐temporal model for short‐term forecasting of precipitation fields | Environmetrics | SR Johnson SE Heaps KJ Wilson DJ Wilkinson | 2023/12 |
Data centric engineering in the age of machine learning and AI | Darren Wilkinson | 2023/10/27 | |
Bayesian inference on the order of stationary vector autoregressions | arXiv preprint arXiv:2307.05708 | Rachel L Binks Sarah E Heaps Mariella Panagiotopoulou Yujiang Wang Darren J Wilkinson | 2023/7/11 |
A sparse Bayesian hierarchical vector autoregressive model for microbial dynamics in a wastewater treatment plant | Computational Statistics & Data Analysis | Naomi E Hannaford Sarah E Heaps Tom MW Nye Thomas P Curtis Ben Allen | 2023/3/1 |
Bayesian emulation of computer experiments of infrastructure slope stability models | A Svalova P Helm D Prangle M Rouainia S Glendinning | 2022 | |
Emulating computer experiments of transport infrastructure slope stability using Gaussian processes and Bayesian inference—ADDENDUM | Data-Centric Engineering | Aleksandra Svalova Peter Helm Dennis Prangle Mohamed Rouainia Stephanie Glendinning | 2022 |
Bayesian spatio-temporal model for high-resolution short-term forecasting of precipitation fields | arXiv preprint arXiv:2105.03269 | Stephen Richard Johnson Sarah Elizabeth Heaps Kevin James Wilson Darren James Wilkinson | 2021/5/7 |
SBML Level 3: an extensible format for the exchange and reuse of biological models | Sarah M Keating Dagmar Waltemath Matthias König Fengkai Zhang Andreas Dräger | 2020/8 | |
A compositional approach to statistical computing, machine learning, and probabilistic programming | Darren Wilkinson | 2020/2/5 | |
Flood-prepared: a nowcasting system for real-time impact adaption to surface water flooding in cities | ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences | SL Barr S Johnson X Ming M Peppa N Dong | 2020/9/15 |
Systems biology markup language (sbml) level 3 package: distributions, version 1, release 1 | Journal of Integrative Bioinformatics | Lucian P Smith Stuart L Moodie Frank T Bergmann Colin Gillespie Sarah M Keating | 2020/8/24 |
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