Andrés F. López-Lopera
Andrés F. López-Lopera
Université Polytechnique Hauts-de-France
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Cited by
Cited by
Finite-dimensional Gaussian approximation with linear inequality constraints
AF López-Lopera, F Bachoc, N Durrande, O Roustant
SIAM/ASA Journal on Uncertainty Quantification 6 (3), 1224-1255, 2018
Maximum likelihood estimation for Gaussian processes under inequality constraints
F Bachoc, A Lagnoux, AF López-Lopera
Gaussian process modulated Cox processes under linear inequality constraints
AF López-Lopera, ST John, N Durrande
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Multioutput Gaussian processes with functional data: A study on coastal flood hazard assessment
AF López-Lopera, D Idier, J Rohmer, F Bachoc
Reliability Engineering & System Safety 218, 108139, 2022
Physically-inspired Gaussian process models for post-transcriptional regulation in Drosophila
AF López-Lopera, N Durrande, MA Álvarez
IEEE/ACM transactions on computational biology and bioinformatics 18 (2 …, 2019
lineqGPR: Gaussian process regression models with linear inequality constraints
AF López-Lopera
R package version 0.0 3, 2018
Sequential construction and dimension reduction of Gaussian processes under inequality constraints
F Bachoc, AF López-Lopera, O Roustant
SIAM Journal on Mathematics of Data Science 4 (2), 772-800, 2022
Gaussian process modelling under inequality constraints
AFL Lopera
Université de Lyon, 2019
A user-oriented local coastal flooding early warning system using metamodelling techniques
D Idier, A Aurouet, F Bachoc, A Baills, J Betancourt, F Gamboa, T Klein, ...
Journal of Marine Science and Engineering 9 (11), 1191, 2021
Approximating Gaussian process emulators with linear inequality constraints and noisy observations via MC and MCMC
AF López-Lopera, F Bachoc, N Durrande, J Rohmer, D Idier, O Roustant
Monte Carlo and Quasi-Monte Carlo Methods: MCQMC 2018, Rennes, France, July …, 2020
Switched latent force models for reverse-engineering transcriptional regulation in gene expression data
AF López-Lopera, MA Alvarez
IEEE/ACM Transactions on Computational Biology and Bioinformatics 16 (1 …, 2017
Sparse linear models applied to power quality disturbance classification
AF López-Lopera, MA Álvarez, ÁÁ Orozco
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2017
Gaussian processes for slice-based super-resolution MR images
HDV Cardona, AF López-Lopera, ÁA Orozco, MA Álvarez, JAH Tamames, ...
Advances in Visual Computing: 11th International Symposium, ISVC 2015, Las …, 2015
lineqGPR: Gaussian Process Regression Models with Linear Inequality Constraints, 2018
AF López-Lopera
R package version 0.0 1, 0
High-dimensional additive Gaussian processes under monotonicity constraints
A López-Lopera, F Bachoc, O Roustant
Advances in Neural Information Processing Systems 35, 8041-8053, 2022
Multi-fidelity gaussian process model for CFD and wind tunnel data fusion
RC Arenzana, AF López-Lopera, S Mouton, N Bartoli, T Lefebvre
AeroBest 2021, 2021
Data fusion with multi-fidelity Gaussian processes for aerodynamic experimental and numerical databases
AF López-Lopera, N Bartoli, T Lefebvre, S Mouton
SIAM Conference on Computational Science and Engineering (CSE), 2021
Gaussian process modelling under inequality constraints
AF Lopez Lopera
Lyon, 2019
Comparison of Preprocessing Methods for Diffusion Tensor Estimation in Brain Imaging
AF López-Lopera, HD Vargas Cardona, G Daza-Santacoloma, ...
Image, Signal Processing and Artificial Vision (STSIVA), 2014 XIX Symposium …, 2014
Modeling complex mechanical computer codes with functional input via Gaussian processes
AF López-Lopera, F Massa, I Turpin, N Leconte
The 43th Ibero-Latin American Congress on Computational Methods in …, 2022
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