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Alfredo Garbuno-Inigo
Alfredo Garbuno-Inigo
Discipline Leader Advanced Analytics | AI Adoption
Verified email at itam.mx - Homepage
Title
Cited by
Cited by
Year
Interacting Langevin diffusions: Gradient structure and ensemble Kalman sampler
A Garbuno-Inigo, F Hoffmann, W Li, AM Stuart
SIAM Journal on Applied Dynamical Systems 19 (1), 412-441, 2020
2042020
Calibrate, emulate, sample
E Cleary, A Garbuno-Inigo, S Lan, T Schneider, AM Stuart
Journal of Computational Physics 424, 109716, 2021
962021
Bayesian updating and model class selection with subset simulation
FA DiazDelaO, A Garbuno-Inigo, SK Au, I Yoshida
Computer Methods in Applied Mechanics and Engineering 317, 1102-1121, 2017
962017
Affine invariant interacting Langevin dynamics for Bayesian inference
A Garbuno-Inigo, N Nüsken, S Reich
SIAM Journal on Applied Dynamical Systems 19 (3), 1633-1658, 2020
772020
Calibration and uncertainty quantification of convective parameters in an idealized GCM
ORA Dunbar, A Garbuno‐Inigo, T Schneider, AM Stuart
Journal of Advances in Modeling Earth Systems 13 (9), e2020MS002454, 2021
502021
Gaussian process hyper-parameter estimation using parallel asymptotically independent Markov sampling
A Garbuno-Inigo, FA DiazDelaO, KM Zuev
Computational Statistics & Data Analysis 103, 367-383, 2016
172016
Epidemic management and control through risk-dependent individual contact interventions
T Schneider, ORA Dunbar, J Wu, L Böttcher, D Burov, A Garbuno-Inigo, ...
PLOS Computational Biology 18 (6), e1010171, 2022
152022
EnsembleKalmanProcesses. jl: Derivative-free ensemble-based model calibration
R Oliver, I Lopez-Gomez, A Garbuno-Iñigo, DZ Huang, E Bach, J Wu
Journal of Open Source Software 7 (80), 4869, 2022
62022
Transitional annealed adaptive slice sampling for Gaussian process hyper-parameter estimation
A Garbuno-Inigo, FA DiazDelaO, KM Zuev
International Journal for Uncertainty Quantification 6 (4), 2016
62016
Bayesian Posterior Perturbation Analysis with Integral Probability Metrics
A Garbuno-Inigo, T Helin, F Hoffmann, B Hosseini
arXiv preprint arXiv:2303.01512, 2023
52023
Effect of Mexico’s vaccination program on Covid-19 cases, hospitalizations, and deaths among older adults in Mexico City
NC Gasca, J Reyes-Garza, S Lozano-Esparza, P Orozco-del Pino, ...
salud pública de méxico 64 (4, jul-ago), 424-428, 2022
52022
History matching with probabilistic emulators and active learning
A Garbuno-Inigo, FA DiazDelaO, KM Zuev
arXiv preprint arXiv:2004.07878, 2020
22020
Gradient structure Of The ensemble Kalman flow with noise
A Garbuno-Inigo, F Hoffmann, W Li, AM Stuart
arXiv preprint arXiv:1903.08866, 2019
22019
Efecto del programa de vacunación mexicano en casos, hospitalizaciones y muertes por Covid-19 en adultos mayores de la Ciudad de México
NC Gasca, J Reyes-Garza, S Lozano-Esparza, P Orozco-del Pino, ...
Salud Pública de México 64 (4), 424-428, 2022
2022
Calibrate-Emulate-Sample for Climate Models
T Schneider, E Cleary, A Garbuno-Inigo, A Stuart
AGU Fall Meeting Abstracts 2019, GC33A-01, 2019
2019
Uncertainty Quantification of Convection Parameters within an Idealized Climate Model
ORA Dunbar, A Garbuno-Inigo, T Schneider, A Stuart
Journal of the Atmospheric Sciences 64, 1959-1976, 2007
2007
Calibration and Uncertainty Quantification of
ORA Dunbar, A Garbuno-Inigo, T Schneider, AM Stuart
Interacting Langevin Diffusions: Gradient Structure And Ensemble Kalman Approximation
A Garbuno-Inigo, F Hoffmann, W Li, AM Stuart
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