NAHUEL ALEJANDRO
COSTA CORTEZ
Profesor Ayudante Doctor LOSU
Publications (27) NAHUEL ALEJANDRO COSTA CORTEZ publications View referenced research data.
2026
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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
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Addressing data scarcity in industrial reliability assessment with Physically Informed Echo State Networks
Reliability Engineering and System Safety, Vol. 261
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Data imputation in the frequency domain using Echo State Networks
Engineering Applications of Artificial Intelligence, Vol. 144
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Few-shot generative compression approach for system health monitoring
Reliability Engineering and System Safety, Vol. 256
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Integrating imprecise data in generative models using interval-valued Variational Autoencoders
Information Fusion, Vol. 114
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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
- Análisis experimental de baterías con tecnología silicio-grafito: evaluación de ciclado y degradación
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Automated generation of python programming multiple choice questions using reflection and metaprogramming
ICERI2024 Proceedings: 17th annual International Conference of Education, Research and Innovation
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ICFormer: A Deep Learning model for informed lithium-ion battery diagnosis and early knee detection
Journal of Power Sources, Vol. 592
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Rapidae: A Python Library for Creation, Experimentation, and Benchmarking of Autoencoder Models
IEEE International Conference on Fuzzy Systems
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Recurrent variational autoencoder approach for remaining useful life estimation
Logic Journal of the IGPL, Vol. 32, Núm. 4, pp. 605-623
2023
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CITIES DATALEX®: software de acceso inteligente a la normativa de desarrollo urbano y territorial sostenible (póster)
TRANSICIONes: ecológica, energética, demográfica, alimentaria, económica… TRANSICIÓN TERRITORIAL
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Data-Driven Diagnosis of PV-Connected Batteries: Analysis of Two Years of Observed Irradiance
Batteries, Vol. 9, Núm. 8
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Data-driven direct diagnosis of Li-ion batteries connected to photovoltaics
Nature Communications, Vol. 14, Núm. 1
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Enhancing Time Series Anomaly Detection Using Discretization and Word Embeddings
Lecture Notes in Networks and Systems
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Learning remaining useful life with incomplete health information: A case study on battery deterioration assessment
Array, Vol. 20
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Physics-informed learning under epistemic uncertainty with an application to system health modeling
International Journal of Approximate Reasoning, Vol. 161
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Simplified models of remaining useful life based on stochastic orderings
Reliability Engineering and System Safety, Vol. 237
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Weakly Supervised Learning of the Motion Resistance of a Locomotive Powered by Liquefied Natural Gas
Lecture Notes in Networks and Systems
2022
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Informed Weak Supervision for Battery Deterioration Level Labeling
Communications in Computer and Information Science