Stefano Castruccio
Stefano Castruccio
Associate Professor, University of Notre Dame
Verified email at - Homepage
Cited by
Cited by
Population exposure to hazardous air quality due to the 2015 fires in Equatorial Asia
P Crippa, S Castruccio, S Archer-Nicholls, GB Lebron, M Kuwata, A Thota, ...
Scientific reports 6 (1), 37074, 2016
Short-term and long-term health impacts of air pollution reductions from COVID-19 lockdowns in China and Europe: a modelling study
P Giani, S Castruccio, A Anav, D Howard, W Hu, P Crippa
The Lancet Planetary Health 4 (10), e474-e482, 2020
Statistical emulation of climate model projections based on precomputed GCM runs
S Castruccio, DJ McInerney, ML Stein, FL Crouch, RL Jacob, EJ Moyer
Journal of Climate 27 (5), 1829-1844, 2014
High-order composite likelihood inference for max-stable distributions and processes
S Castruccio, R Huser, MG Genton
Journal of Computational and Graphical Statistics 25 (4), 1212-1229, 2016
Global space-time models for climate ensembles
S Castruccio, ML Stein
The Annals of Applied Statistics 7 (3), 1593-1611, 2013
Smartphone continuous authentication using deep learning autoencoders
MP Centeno, A van Moorsel, S Castruccio
2017 15th annual conference on privacy, security and trust (pst), 147-1478, 2017
Compressing an ensemble with statistical models: An algorithm for global 3D spatio-temporal temperature
S Castruccio, MG Genton
Technometrics 58 (3), 319-328, 2016
Current and future estimates of wind energy potential over Saudi Arabia
W Chen, S Castruccio, MG Genton, P Crippa
Journal of Geophysical Research: Atmospheres 123 (12), 6443-6459, 2018
A Non‐Gaussian Spatio‐Temporal Model for Daily Wind Speeds Based on a Multi‐Variate Skew‐t Distribution
F Tagle, S Castruccio, P Crippa, MG Genton
Journal of Time Series Analysis 40 (3), 312-326, 2019
Impact of the 2015 wildfires on Malaysian air quality and exposure: a comparative study of observed and modeled data
MI Mead, S Castruccio, MT Latif, MSM Nadzir, D Dominick, A Thota, ...
Environmental Research Letters 13 (4), 044023, 2018
High spatial resolution WRF-Chem model over Asia: Physics and chemistry evaluation
P Sicard, P Crippa, A De Marco, S Castruccio, P Giani, J Cuesta, ...
Atmospheric Environment 244, 118004, 2021
An evolutionary spectrum approach to incorporate large-scale geographical descriptors on global processes
S Castruccio, J Guinness
Journal of the Royal Statistical Society: Series C (Applied Statistics) 66†…, 2015
Reducing storage of global wind ensembles with stochastic generators
J Jeong, S Castruccio, P Crippa, MG Genton
The Annals of Applied Statistics 12 (1), 490 - 509, 2018
Beyond axial symmetry: An improved class of models for global data
S Castruccio, MG Genton
Stat 3 (1), 48-55, 2014
Visuanimation in statistics
MG Genton, S Castruccio, P Crippa, S Dutta, R Huser, Y Sun, S Vettori
Stat 4 (1), 81-96, 2015
A scalable multi‐resolution spatio‐temporal model for brain activation and connectivity in fMRI data
S Castruccio, H Ombao, MG Genton
Biometrics 74 (3), 823-833, 2018
Closing the gap between wind energy targets and implementation for emerging countries
P Giani, F Tagle, MG Genton, S Castruccio, P Crippa
Applied Energy 269, 115085, 2020
Reproducing internal variability with few ensemble runs
S Castruccio, Z Hu, B Sanderson, A Karspeck, D Hammerling
Journal of Climate 32 (24), 8511-8522, 2019
Principles for statistical inference on big spatio-temporal data from climate models
S Castruccio, MG Genton
Statistics & Probability Letters 136, 92-96, 2018
Axially symmetric models for global data: a journey between geostatistics and stochastic generators
E Porcu, S Castruccio, A Alegria, P Crippa
Environmetrics 30 (1), e2555, 2019
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