Ben Calderhead
Title
Cited by
Cited by
Year
Riemann manifold Langevin and Hamiltonian Monte Carlo methods
M Girolami, B Calderhead
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2011
12202011
Estimating Bayes factors via thermodynamic integration and population MCMC
B Calderhead, M Girolami
Computational Statistics & Data Analysis 53 (12), 4028-4045, 2009
1722009
Accelerating Bayesian inference over nonlinear differential equations with Gaussian processes
B Calderhead, M Girolami, ND Lawrence
Advances in neural information processing systems, 217-224, 2009
1552009
Bayesian solution uncertainty quantification for differential equations
OA Chkrebtii, DA Campbell, B Calderhead, MA Girolami
Bayesian Analysis 11 (4), 1239-1267, 2016
114*2016
A general construction for parallelizing Metropolis-Hastings algorithms
B Calderhead
Proceedings of the National Academy of Sciences 111 (49), 17408-17413, 2014
912014
Discussion of "Bayesian Solution Uncertainty Quantification for Differential Equations"
OA Chkrebtii, DA Campbell, B Calderhead, MA Girolami
Bayesian Analysis, 2016
862016
Statistical analysis of nonlinear dynamical systems using differential geometric sampling methods
B Calderhead, M Girolami
Interface focus 1 (6), 821-835, 2011
622011
Population MCMC methods for history matching and uncertainty quantification
L Mohamed, B Calderhead, M Filippone, M Christie, M Girolami
Computational Geosciences 16 (2), 423-436, 2012
412012
Ten simple rules for effective computational research
JM Osborne, MO Bernabeu, M Bruna, B Calderhead, J Cooper, ...
PLoS Comput Biol 10 (3), e1003506, 2014
382014
Ten simple rules for a successful cross-disciplinary collaboration
B Knapp, R Bardenet, MO Bernabeu, R Bordas, M Bruna, B Calderhead, ...
PLoS Comput Biol 11 (4), e1004214, 2015
322015
Hamiltonian Monte Carlo methods for efficient parameter estimation in steady state dynamical systems
A Kramer, B Calderhead, N Radde
BMC bioinformatics 15 (1), 253, 2014
282014
Bayesian statistical inference in ion-channel models with exact missed event correction
M Epstein, B Calderhead, MA Girolami, LG Sivilotti
Biophysical journal 111 (2), 333-348, 2016
212016
Cutting Edge: Science hackathons for developing interdisciplinary research and collaborations
D Groen, B Calderhead
Elife 4, e09944, 2015
192015
Probabilistic linear multistep methods
O Teymur, K Zygalakis, B Calderhead
Advances in Neural Information Processing Systems, 4321-4328, 2016
182016
Differential geometric MCMC methods and applications
B Calderhead
University of Glasgow, 2011
152011
On the initial configurations of collapsible channel flow
X Luo, B Calderhead, H Liu, W Li
Computers & structures 85 (11-14), 977-987, 2007
152007
Changing how earth system modeling is done to provide more useful information for decision making, science, and society
MJ Smith, PI Palmer, DW Purves, MC Vanderwel, V Lyutsarev, ...
Bulletin of the American Meteorological Society 95 (9), 1453-1464, 2014
142014
Bayesian approaches for mechanistic ion channel modeling
B Calderhead, M Epstein, L Sivilotti, M Girolami
In silico systems biology, 247-272, 2013
132013
Sparse approximate manifolds for differential geometric MCMC
B Calderhead, MA Sustik
Advances in neural information processing systems, 2879-2887, 2012
112012
Is it safe to go out yet? Statistical inference in a zombie outbreak model
B Calderhead, M Girolami, DJ Higham
112010
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Articles 1–20