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Alfredo Garbuno-Iñigo

Observed names: A. Garbuno-Inigo, Alfredo Garbuno-Inigo, Garbuno-Inigo, Alfredo, Garbuno-Iñigo, Alfredo
ORCID: 0000-0003-3279-619X
Observed ORCID: 0000-0003-3279-619X
OpenAlex ID: A5089685969
Interacting Langevin Diffusions: Gradient Structure and Ensemble Kalman Sampler
2020 · Alfredo Garbuno-Inigo, Franca Hoffmann, et al. · SIAM Journal on Applied Dynamical Systems · 192
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Calibrate, emulate, sample
2020 · Emmet Cleary, Alfredo Garbuno-Inigo, et al. · Journal of Computational Physics · 151
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Bayesian updating and model class selection with Subset Simulation
2017 · F.A. DiazDelaO, A. Garbuno-Inigo, et al. · Computer Methods in Applied Mechanics and Engineering · 107
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Calibration and Uncertainty Quantification of Convective Parameters in an Idealized GCM
2021 · Oliver Dunbar, Tapio Schneider, et al. · Journal of Advances in Modeling Earth Systems · 102
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Affine Invariant Interacting Langevin Dynamics for Bayesian Inference
2020 · Alfredo Garbuno-Inigo, Nikolas Nüsken, et al. · SIAM Journal on Applied Dynamical Systems · 73
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EnsembleKalmanProcesses.jl: Derivative-free ensemble-based model calibration
2022 · Oliver R. A. Dunbar, Ignacio Lopez-Gomez, et al. · The Journal of Open Source Software · 26
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Epidemic management and control through risk-dependent individual contact interventions
2022 · Tapio Schneider, Oliver R. A. Dunbar, et al. · PLoS Computational Biology · 21
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Bayesian Posterior Perturbation Analysis with Integral Probability Metrics
2026 · Alfredo Garbuno-Iñigo, Tapio Helin, et al. · Bayesian Analysis · 15
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Gaussian process hyper-parameter estimation using Parallel Asymptotically Independent Markov Sampling
2016 · A. Garbuno-Inigo, F.A. DiazDelaO, et al. · Computational Statistics & Data Analysis · 13
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CalibrateEmulateSample.jl: Accelerated Parametric Uncertainty Quantification
2024 · Oliver R. A. Dunbar, Melanie Bieli, et al. · The Journal of Open Source Software · 6
Transitional Annealed Adaptive Slice Sampling for Gaussian Process Hyper-parameter Estimation
2016 · Alfredo Garbuno-Inigo, F. A. DiazDelaO, et al. · International Journal for Uncertainty Quantification · 3
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Effect of Mexico’s vaccination program on Covid-19 cases, hospitalizations, and deaths among older adults in Mexico City
2022 · Natalie C Gasca, Jose Reyes-Garza, et al. · Salud Pública de México · 2
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History matching with probabilistic emulators and active learning
2020 · Garbuno-Inigo, Alfredo, DiazDelaO, F. Alejandro, et al. · arXiv (Cornell University) · 2
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Calibrate-Emulate-Sample for Climate Models
2019 · T. Schneider, E. Cleary, et al. · AGU Fall Meeting Abstracts
Works count: 18
Citation count: 714
H-index: 9
I10-index: 9
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