Ben Calderhead
TitleCited byYear
Riemann manifold Langevin and Hamiltonian Monte Carlo methods
M Girolami, B Calderhead
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2011
10072011
Estimating Bayes factors via thermodynamic integration and population MCMC
B Calderhead, M Girolami
Computational Statistics & Data Analysis 53 (12), 4028-4045, 2009
1552009
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
1252009
Bayesian solution uncertainty quantification for differential equations
OA Chkrebtii, DA Campbell, B Calderhead, MA Girolami
Bayesian Analysis 11 (4), 1239-1267, 2016
101*2016
Discussion of "Bayesian Solution Uncertainty Quantification for Differential Equations"
OA Chkrebtii, DA Campbell, B Calderhead, MA Girolami
Bayesian Analysis, 2016
742016
A general construction for parallelizing Metropolis-Hastings algorithms
B Calderhead
Proceedings of the National Academy of Sciences 111 (49), 17408-17413, 2014
692014
Statistical analysis of nonlinear dynamical systems using differential geometric sampling methods
B Calderhead, M Girolami
Interface focus 1 (6), 821-835, 2011
582011
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
372012
Ten simple rules for effective computational research
JM Osborne, MO Bernabeu, M Bruna, B Calderhead, J Cooper, ...
PLoS Computational Biology 10 (3), e1003506, 2014
352014
Ten simple rules for a successful cross-disciplinary collaboration
B Knapp, R Bardenet, MO Bernabeu, R Bordas, M Bruna, B Calderhead, ...
PLoS computational biology 11 (4), e1004214, 2015
222015
Probabilistic linear multistep methods
O Teymur, K Zygalakis, B Calderhead
Advances in Neural Information Processing Systems, 4321-4328, 2016
162016
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
162014
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
Cutting Edge: Science hackathons for developing interdisciplinary research and collaborations
D Groen, B Calderhead
Elife 4, e09944, 2015
132015
On the initial configurations of collapsible channel flow
X Luo, B Calderhead, H Liu, W Li
Computers & structures 85 (11-14), 977-987, 2007
132007
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
122016
Differential geometric MCMC methods and applications
B Calderhead
University of Glasgow, 2011
122011
Sparse approximate manifolds for differential geometric MCMC
B Calderhead, MA Sustik
Advances in neural information processing systems, 2879-2887, 2012
102012
Bayesian approaches for mechanistic ion channel modeling
B Calderhead, M Epstein, L Sivilotti, M Girolami
In silico systems biology, 247-272, 2013
92013
Is it safe to go out yet? Statistical inference in a zombie outbreak model
B Calderhead, M Girolami, DJ Higham
92010
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Articles 1–20