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Andrés F. López-Lopera
Andrés F. López-Lopera
Université Polytechnique Hauts-de-France
Verified email at utp.edu.co - Homepage
Title
Cited by
Cited by
Year
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
872018
Maximum likelihood estimation for Gaussian processes under inequality constraints
F Bachoc, A Lagnoux, AF López-Lopera
342019
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
222022
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
172019
Physically-inspired Gaussian process models for post-transcriptional regulation in Drosophila
AF López-Lopera, N Durrande, MA Alvarez
IEEE/ACM transactions on computational biology and bioinformatics 18 (2 …, 2019
142019
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
112021
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
102022
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
92021
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
92020
lineqGPR: Gaussian process regression models with linear inequality constraints
AF López-Lopera
R package version 0.0 3, 2018
92018
Gaussian process modelling under inequality constraints
AFL Lopera
Université de Lyon, 2019
72019
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
52017
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
52017
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
52015
lineqGPR: Gaussian Process Regression Models with Linear Inequality Constraints, 2018
AF López-Lopera
R package version 0.0 3, 0
5
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
42022
Gaussian process modelling under inequality constraints
AF Lopez Lopera
Lyon, 2019
42019
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
22021
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
2*2014
Asymptotic analysis for covariance parameter estimation of Gaussian processes with functional inputs
L Reding, AF López-Lopera, F Bachoc
arXiv preprint arXiv:2404.17222, 2024
2024
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Articles 1–20