Amanda Lenzi
Amanda Lenzi
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Advanced spatial modeling with stochastic partial differential equations using R and INLA
E Krainski, V Gómez-Rubio, H Bakka, A Lenzi, D Castro-Camilo, ...
Chapman and Hall/CRC, 2018
Benefits of spatiotemporal modeling for short‐term wind power forecasting at both individual and aggregated levels
A Lenzi, I Steinsland, P Pinson
Environmetrics 29 (3), e2493, 2018
Spatial models for probabilistic prediction of wind power with application to annual-average and high temporal resolution data
A Lenzi, P Pinson, LH Clemmensen, G Guillot
Stochastic Environmental Research and Risk Assessment 31 (7), 1615-1631, 2017
Very short-term spatio-temporal wind power prediction using a censored Gaussian field
A Baxevani, A Lenzi
Stochastic environmental research and risk assessment 32 (4), 931-948, 2018
Improving Bayesian Local Spatial Models in Large Datasets
A Lenzi, S Castruccio, H Rue, MG Genton
Journal of Computational and Graphical Statistics, 1-11, 2020
Spatio-temporal modelling for short term wind power forecasts. Why, when and how.
A Lenzi, I Steinsland, P Pinson
EGU General Assembly Conference Abstracts, 3633, 2017
Analysis of aggregated functional data from mixed populations with application to energy consumption
A Lenzi, CPE de Souza, R Dias, NL Garcia, NE Heckman
Environmetrics 28 (2), e2414, 2017
Parameter Estimation with Dense and Convolutional Neural Networks Applied to the FitzHugh-Nagumo ODE
J Rudi, J Bessac, A Lenzi
arXiv preprint arXiv:2012.06691, 2020
Spatiotemporal probabilistic wind vector forecasting over Saudi Arabia
A Lenzi, MG Genton
The Annals of Applied Statistics 14 (3), 1359-1378, 2020
A spatial model for the instantaneous estimation of wind power at a large number of unobserved sites
A Lenzi, G Guillot, P Pinson
Procedia Environmental Sciences 26, 131-134, 2015
A Lenzi, I Steinsland, P Pinson
Benefits of spatio-temporal modelling for short term wind power forecasting …, 0
Neural Networks for Parameter Estimation in Intractable Models
A Lenzi, J Bessac, J Rudi, ML Stein
arXiv preprint arXiv:2107.14346, 2021
Power grid frequency prediction using spatiotemporal modeling
A Lenzi, J Bessac, M Anitescu
Statistical Analysis and Data Mining: The ASA Data Science Journal, 2021
Statistical modelling of space-time processes with application to wind power
A Lenzi, BK Ersbřll, LKH Clemmensen, P Pinson
DTU Compute, 2017
Análise de curvas funcionais agregadas com efeitos aleatórios
A Lenzi
[sn], 2013
PhD Defence
A Lenzi
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