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Ben Calderhead
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Riemann manifold Langevin and Hamiltonian Monte Carlo methods
M Girolami, B Calderhead
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2011
15732011
Accelerating Bayesian inference over nonlinear differential equations with Gaussian processes
B Calderhead, M Girolami, N Lawrence
Advances in neural information processing systems 21, 2008
1992008
Estimating Bayes factors via thermodynamic integration and population MCMC
B Calderhead, M Girolami
Computational Statistics & Data Analysis 53 (12), 4028-4045, 2009
1912009
Bayesian solution uncertainty quantification for differential equations
OA Chkrebtii, DA Campbell, B Calderhead, MA Girolami
Bayesian Analysis 11 (4), 1239-1267, 2016
163*2016
Discussion of "Bayesian Solution Uncertainty Quantification for Differential Equations"
OA Chkrebtii, DA Campbell, B Calderhead, MA Girolami
Bayesian Analysis, 2016
1342016
A general construction for parallelizing Metropolis-Hastings algorithms
B Calderhead
Proceedings of the National Academy of Sciences 111 (49), 17408-17413, 2014
1232014
Statistical analysis of nonlinear dynamical systems using differential geometric sampling methods
B Calderhead, M Girolami
Interface focus 1 (6), 821-835, 2011
642011
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
562015
Ten simple rules for effective computational research
JM Osborne, MO Bernabeu, M Bruna, B Calderhead, J Cooper, ...
PLoS Computational Biology 10 (3), e1003506, 2014
492014
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
432012
Hamiltonian Monte Carlo methods for efficient parameter estimation in steady state dynamical systems
A Kramer, B Calderhead, N Radde
BMC bioinformatics 15 (1), 1-11, 2014
352014
Cutting edge: Science hackathons for developing interdisciplinary research and collaborations
D Groen, B Calderhead
Elife 4, e09944, 2015
342015
Probabilistic linear multistep methods
O Teymur, K Zygalakis, B Calderhead
Advances in Neural Information Processing Systems, 4321-4328, 2016
322016
Implicit probabilistic integrators for ODEs
O Teymur, HC Lie, T Sullivan, B Calderhead
Advances in Neural Information Processing Systems 31, 2018
262018
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
262016
Differential geometric MCMC methods and applications
B Calderhead
University of Glasgow, 2011
232011
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
212014
On the initial configurations of collapsible channel flow
X Luo, B Calderhead, H Liu, W Li
Computers & structures 85 (11-14), 977-987, 2007
182007
GLASSOFAST: an efficient GLASSO implementation
MA Sustik, B Calderhead
UTCS Technical Report TR-12-29 2012, 2012
172012
Bayesian approaches for mechanistic ion channel modeling
B Calderhead, M Epstein, L Sivilotti, M Girolami
In silico systems biology, 247-272, 2013
122013
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