Andrés F. López-Lopera

Klamath Community College — United States

Computer Science · Physical Sciences

7h-index207citations37works0.52yr avg
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Research Topics

Gaussian Processes and Bayesian Inference(19), Advanced Multi-Objective Optimization Algorithms(7), Fault Detection and Control Systems(5), Statistical Methods and Inference(3), Advanced MRI Techniques and Applications(3)

Publications37 total

Block-Additive Gaussian Processes under Monotonicity Constraints
Statistics and Computing·2025· 1 cited
Error Bounds for a Kernel-Based Constrained Optimal Smoothing Approximation
SIAM/ASA Journal on Uncertainty Quantification·2025· 1 citedOpen Access
Gaussian Process-driven Hidden Markov Models for Early Diagnosis of Infant Gait Anomalies
2025Open Access
Gaussian Process-driven Hidden Markov Models for Early Diagnosis of Infant Gait Anomalies
arXiv (Cornell University)·2025Open Access
Covariance parameter estimation of Gaussian processes with approximated functional inputs
Journal of Multivariate Analysis·2024Open Access
Block-Additive Gaussian Processes under Monotonicity Constraints
arXiv (Cornell University)·2024Open Access
Asymptotic analysis for covariance parameter estimation of Gaussian processes with functional inputs
arXiv (Cornell University)·2024Open Access
A Python Toolbox for Data-Driven Aerodynamic Modeling Using Sparse Gaussian Processes
Aerospace·2024· 2 citedOpen Access
May the Noise be with you: Adversarial Training without Adversarial Examples
arXiv (Cornell University)·2023Open Access
High-dimensional additive Gaussian processes under monotonicity constraints
SPIRE - Sciences Po Institutional REpository·2022
Modeling complex mechanical computer codes with functional input via Gaussian processes
SPIRE - Sciences Po Institutional REpository·2022
Modeling complex mechanical computer codes with functional inputs via Gaussian processes
HAL (Le Centre pour la Communication Scientifique Directe)·2022
High-dimensional additive Gaussian processes under monotonicity constraints
arXiv (Cornell University)·2022· 2 citedOpen Access
Un système local de prévision et alerte des submersions côtières centré sur les besoins des utilisateurs et utilisant des techniques de métamodélisation
2022Open Access
Multioutput Gaussian processes with functional data: A study on coastal flood hazard assessment
Reliability Engineering & System Safety·2021· 27 citedOpen Access
A User-Oriented Local Coastal Flooding Early Warning System Using Metamodelling Techniques
Journal of Marine Science and Engineering·2021· 19 citedOpen Access
Multi-fidelity Gaussian Process model for CFD and wind tunnel data fusion
HAL (Le Centre pour la Communication Scientifique Directe)·2021· 5 citedOpen Access
Data fusion with multi-fidelity Gaussian processes for aerodynamic experimental and numerical databases
HAL (Le Centre pour la Communication Scientifique Directe)·2021· 1 cited
Sequential construction and dimension reduction of Gaussian processes\n under constraints
arXiv (Cornell University)·2020· 6 citedOpen Access
Sequential construction and dimension reduction of Gaussian processes under constraints
arXiv (Cornell University)·2020Open Access
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Frequent Co-authors

François Bachoc(18), Nicolas Durrande(10), Olivier Roustant(9), Mauricio A. Álvarez(8), Jérémy Rohmer(7), Déborah Idier(5), Sylvain Mouton(3), Nathalie Bartoli(3), Álvaro A. Orozco(3), Agnès Lagnoux(2), Axel Aurouet(2), Audrey Baills(2), José Betancourt(2), Fabrice Gamboa(2), Rodrigo Pedreros(2), Alexandre Thibault(2), Thierry Lefèbvre(2), St. John(2), Mathis Deronzier(2), Franck Massa(2)