Publications (27) NAHUEL ALEJANDRO COSTA CORTEZ publications View referenced research data.

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2026

  1. Self-supervised spectral learning with an application to condition monitoring of tunnel ventilation systems under sparse data conditions

    Computers and Industrial Engineering, Vol. 211

2025

  1. Addressing data scarcity in industrial reliability assessment with Physically Informed Echo State Networks

    Reliability Engineering and System Safety, Vol. 261

  2. Data imputation in the frequency domain using Echo State Networks

    Engineering Applications of Artificial Intelligence, Vol. 144

  3. Few-shot generative compression approach for system health monitoring

    Reliability Engineering and System Safety, Vol. 256

  4. Integrating imprecise data in generative models using interval-valued Variational Autoencoders

    Information Fusion, Vol. 114

  5. Simplified models of remaining useful life based onstochastic orderings

    Actas del XVI Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados: (MAEB 2025) 28-30 de mayo, Donostia/San Sebastián

2024

  1. Análisis experimental de baterías con tecnología silicio-grafito: evaluación de ciclado y degradación

  2. Automated generation of python programming multiple choice questions using reflection and metaprogramming

    ICERI2024 Proceedings: 17th annual International Conference of Education, Research and Innovation

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

    Journal of Power Sources, Vol. 592

  4. Rapidae: A Python Library for Creation, Experimentation, and Benchmarking of Autoencoder Models

    IEEE International Conference on Fuzzy Systems

  5. Recurrent variational autoencoder approach for remaining useful life estimation

    Logic Journal of the IGPL, Vol. 32, Núm. 4, pp. 605-623

2023

  1. CITIES DATALEX®: software de acceso inteligente a la normativa de desarrollo urbano y territorial sostenible (póster)

    TRANSICIONes: ecológica, energética, demográfica, alimentaria, económica… TRANSICIÓN TERRITORIAL

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

    Batteries, Vol. 9, Núm. 8

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

    Nature Communications, Vol. 14, Núm. 1

  4. Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings

    Lecture Notes in Networks and Systems

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

    Array, Vol. 20

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

    International Journal of Approximate Reasoning, Vol. 161

  7. Simplified models of remaining useful life based on stochastic orderings

    Reliability Engineering and System Safety, Vol. 237

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

    Lecture Notes in Networks and Systems

2022

  1. Informed Weak Supervision for Battery Deterioration Level Labeling

    Communications in Computer and Information Science