Steven Reece

Gaussian processes for time-series modelling

Stephen Roberts, Michael A. Osborne, Mark Ebden et al. · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences · 2013 · 607 citations · Full text

Bayesian Statistic, Bayesian Statistics, Gentle Introduction +11

A Gaussian process framework for modelling stellar activity signals in radial velocity data

Vinesh Rajpaul, S. Aigrain, Michael A. Osborne et al. · Monthly Notices of the Royal Astronomical Society · 2015 · 390 citations · Full text

Benchmarking data-driven rainfall–runoff models in Great Britain: a comparison of long short-term memory (LSTM)-based models with four lumped conceptual models

Thomas Lees, Marcus Buechel, Bailey Anderson et al. · Hydrology and earth system sciences · 2021 · 225 citations · Full text

Engineering, Machine Learning, Long Short-term Memory +16

Hydrological concept formation inside long short-term memory (LSTM) networks

Thomas Lees, Steven Reece, Frederik Kratzert et al. · Hydrology and earth system sciences · 2022 · 183 citations · Full text

Hydrometeorology, Hydrological Concept Formation, Cognitive Science +14

Using very‐high‐resolution satellite imagery and deep learning to detect and count African elephants in heterogeneous landscapes

Isla Duporge, Olga Isupova, Steven Reece et al. · Remote Sensing in Ecology and Conservation · 2020 · 129 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17