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Scopus Author ID: 57218951859

Keywords

Condition monitoring, Explainable AI, Imprecise data, Conformal prediction, Prognosis & Health Management, Generative models (GANs, VAEs, Transformers, Difussion), Large Language Models

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Spain, United States, France

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Works (20)

Few-shot generative compression approach for system health monitoring

Reliability Engineering & System Safety
2025-04 | Journal article
DOI: 10.1016/j.ress.2024.110749
Contributors: Nahuel Costa; Luciano Sánchez
Source: check_circle
Crossref

Data imputation in the frequency domain using Echo State Networks

Engineering Applications of Artificial Intelligence
2025-03 | Journal article
DOI: 10.1016/j.engappai.2025.110129
Contributors: Luciano Sánchez; Nahuel Costa; Inés Couso
Source: check_circle
Crossref

AUTOMATED GENERATION OF PYTHON PROGRAMMING MULTIPLE CHOICE QUESTIONS USING REFLECTION AND METAPROGRAMMING

2024-11 | Conference paper
DOI: 10.21125/iceri.2024.1217
Contributors: José Otero; Nahuel Costa
Source: check_circle
Crossref

ICFormer: A Deep Learning model for informed lithium-ion battery diagnosis and early knee detection

Journal of Power Sources
2024-02 | Journal article
DOI: 10.1016/j.jpowsour.2023.233910
Contributors: N. Costa; D. Anseán; M. Dubarry; L. Sánchez
Source: check_circle
Crossref

Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings

18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
2023 | Book chapter
DOI: 10.1007/978-3-031-42536-3_26
Part of ISBN: 9783031425356
Part of ISBN: 9783031425363
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Lucas Pérez; Nahuel Costa; Luciano Sánchez
Source: Self-asserted source
Nahuel Costa Cortez

Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural Gas

Lecture Notes in Networks and Systems
2023 | Book chapter
DOI: 10.1007/978-3-031-18050-7_59
Part of ISBN: 9783031180491
Part of ISBN: 9783031180507
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Luciano Sánchez; Pablo Luque; Daniel Álvarez-Mántaras; José Otero; Nahuel Costa
Source: Self-asserted source
Nahuel Costa Cortez

Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment

Array
2023-12 | Journal article
DOI: 10.1016/j.array.2023.100321
Part of ISSN: 2590-0056
Contributors: Luciano Sánchez; Nahuel Costa; José Otero; David Anseán; Inés Couso
Source: Self-asserted source
Nahuel Costa Cortez

Physics-informed learning under epistemic uncertainty with an application to system health modeling

International Journal of Approximate Reasoning
2023-10 | Journal article
DOI: 10.1016/j.ijar.2023.108988
Part of ISSN: 0888-613X
Contributors: Luciano Sanchez; Nahuel Costa; José Otero; Inés Couso
Source: Self-asserted source
Nahuel Costa Cortez

Simplified models of remaining useful life based on stochastic orderings

Reliability Engineering & System Safety
2023-09 | Journal article
DOI: 10.1016/j.ress.2023.109321
Contributors: Luciano Sánchez; Nahuel Costa; Inés Couso
Source: check_circle
Crossref

Data-Driven Diagnosis of PV-Connected Batteries: Analysis of Two Years of Observed Irradiance

Batteries
2023-07-29 | Journal article
DOI: 10.3390/batteries9080395
Part of ISSN: 2313-0105
Contributors: Matthieu Dubarry; Fahim Yasir; Nahuel Costa; Dax Matthews
Source: Self-asserted source
Nahuel Costa Cortez

Data-driven direct diagnosis of Li-ion batteries connected to photovoltaics

Nature Communications
2023-05-30 | Journal article
DOI: 10.1038/s41467-023-38895-7
Contributors: Matthieu Dubarry; Nahuel Costa; Dax Matthews
Source: check_circle
Crossref

Informed Weak Supervision for Battery Deterioration Level Labeling

2022 | Book chapter
DOI: 10.1007/978-3-031-08974-9_59
Contributors: Luciano Sánchez; Nahuel Costa; David Anseán; Inés Couso
Source: check_circle
Crossref

Li-ion battery degradation modes diagnosis via Convolutional Neural Networks

Journal of Energy Storage
2022-11 | Journal article
DOI: 10.1016/j.est.2022.105558
Contributors: N. Costa; L. Sánchez; D. Anseán; M. Dubarry
Source: check_circle
Crossref

Data-driven Direct Diagnosis of PV Connected Batteries

2022-09-16 | Preprint
DOI: 10.21203/rs.3.rs-2058155/v1
Contributors: Matthieu Dubarry; Nahuel Costa Cortez; Dax Matthews
Source: check_circle
Crossref

RUL-RVE: Interpretable assessment of Remaining Useful Life

Software Impacts
2022-08 | Journal article
DOI: 10.1016/j.simpa.2022.100321
Contributors: Nahuel Costa; Luciano Sánchez
Source: check_circle
Crossref

Variational encoding approach for interpretable assessment of remaining useful life estimation

Reliability Engineering & System Safety
2022-06 | Journal article
DOI: 10.1016/j.ress.2022.108353
Contributors: Nahuel Costa; Luciano Sánchez
Source: check_circle
Crossref

Remaining Useful Life Estimation Using a Recurrent Variational Autoencoder

2021 | Book chapter
DOI: 10.1007/978-3-030-86271-8_5
Contributors: Nahuel Costa; Luciano Sánchez
Source: check_circle
Crossref

Semi-Supervised Recurrent Variational Autoencoder Approach for Visual Diagnosis of Atrial Fibrillation

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3064854
Contributors: Nahuel Costa; Luciano Sanchez; Ines Couso
Source: check_circle
Crossref

Graphical analysis of the progression of atrial arrhythmia through an ensemble of Generative Adversarial Network Discriminators

Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019
2020 | Conference paper
EID:

2-s2.0-85090897388
Contributors: Costa, N.; Fernández, J.; Couso, I.; Sánchez, L.
Source: Self-asserted source
Nahuel Costa Cortez via Scopus - Elsevier

Graphical analysis of the progression of atrial arrhythmia using recurrent neural networks

International Journal of Computational Intelligence Systems
2020 | Journal article
DOI: 10.2991/ijcis.d.200926.001
EID:

2-s2.0-85094201904

Part of ISSN: 18756883 18756891
Contributors: Costa, N.; Fernández, J.; Couso, I.; Sánchez, L.
Source: Self-asserted source
Nahuel Costa Cortez via Scopus - Elsevier
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