Publications: DR Arthur Guillaumin
Guillaumin AP, Goodwin T, Walbert O, Sykulski AM, Olhede SC, Simons FJ
(
2026
)
.
DSWL package: a Python implementation of the Debiased Spatial Whittle Likelihood
.
The Journal of Open Source Software
vol.
11
,
(
119
)
Simons FJ, Walbert OL, Guillaumin AP, Eggers GL, Lewis KW, Olhede SC
(
2026
)
.
Maximum-likelihood estimation of the Matérn covariance structure of isotropic spatial random fields on finite, sampled grids
.
Geophysical Journal International
vol.
245
,
(
2
)
Balwada D, Abernathey R, Acharya S, Adcroft A, Brener J, Balaji V, Bhouri MA, Bruna J et al.
(
2024
)
.
Learning Machine Learning with Lorenz-96
.
Journal of Open Source Education
vol.
7
,
(
82
)
Guillaumin AP, Sykulski AM, Simons FJ
(
2022
)
.
The Debiased Spatial Whittle Likelihood
.
Journal of the Royal Statistical Society Series B Statistical Methodology
vol.
84
,
(
4
)
1526
-
1557
.
Guillaumin AP
(
2021
)
.
Stochastic‐Deep Learning Parameterization of Ocean Momentum Forcing
.
Journal of Advances in Modeling Earth Systems
vol.
13
,
(
9
)
Sykulski AM, Olhede SC, Guillaumin AP, Lilly JM
(
2019
)
.
The debiased Whittle likelihood
.
Biometrika
vol.
106
,
(
2
)
251
-
266
.
Guillaumin AP, Sykulski AM, Olhede SC, Lilly JM
(
2017
)
.
Analysis of Non‐Stationary Modulated Time Series with Applications to Oceanographic Surface Flow Measurements
.
Journal of Time Series Analysis
vol.
38
,
(
5
)
668
-
710
.