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Preprints

• D. Paulin*, P. A. Whalley*, N. K. Chada and B. Leimkuhler. Sampling from Bayesian neural network posteriors with symmetric minibatch splitting Langevin dynamics, arXiv, 2024.

• K. Schuh and P. A. Whalley. Convergence of kinetic Langevin samplers for non-convex potentials, arXiv:2405.09992, 2024.

• D. Paulin and P. A. Whalley. Correction to “Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations", arXiv:2402.08711, 2024.

• N. K. Chada, B. Leimkuhler, D. Paulin and P. A. Whalley. Unbiased kinetic Langevin Monte Carlo with inexact gradients, arXiv:2311.05025, 2023.

Publications

2024

• B. Leimkuhler, D. Paulin and P. A. Whalley. Contraction rate estimates of stochastic gradient kinetic Langevin integrators ESAIM: Mathematical Modelling and Numerical Analysis, 2024.

• B. Leimkuhler, D. Paulin and P. A. Whalley. Contraction and convergence rates for discretized kinetic Langevin dynamics SIAM Journal on Numerical Analysis 62, 1226-1258, 2024.

• P. A. Whalley, D. Paulin and B. Leimkuhler. Randomized time Riemannian manifold Hamiltonian Monte Carlo Statistics and Computing 34, 48, 2024.

2022

• X. X. Zhang, P. A. Whalley et al. An overlooked mechanism underlying the attenuated temperature response of soil heterotrophic respiration Journal of the Royal Society Interface 19, 20220276, 2022.

2020

• X. X. Zhang, P. A. Whalley et al. A comparison between water uptake and root length density in winter wheat: effects of root density and rhizosphere properties Plant and Soil 451, 343-356, 2020.

* denotes equal contribution.