Enzo Nicolás Spotorno Bieger

According to our database, Enzo Nicolás Spotorno Bieger authored at least 11 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

A Dual-Stream Physics-Augmented Unsupervised Architecture for Runtime Embedded Vehicle Health Monitoring.

Enzo Nicolás Spotorno, Antônio Augusto Medeiros Fröhlich

CoRR, February, 2026

Empirical Stability Analysis of Kolmogorov-Arnold Networks in Hard-Constrained Recurrent Physics-Informed Discovery.

Enzo Nicolás Spotorno Bieger, Josafat Leal Filho, Antônio Augusto Fröhlich

CoRR, February, 2026

Supervised Metric Regularization Through Alternating Optimization for Multi-Regime Physics-Informed Neural Networks.

Enzo Nicolás Spotorno Bieger, Josafat Ribeiro Leal Filho, Antônio Augusto Fröhlich

CoRR, February, 2026

White-Box Neural Ensemble for Vehicular Plasticity: Quantifying the Efficiency Cost of Symbolic Auditability in Adaptive NMPC.

Enzo Nicolás Spotorno, Matheus Wagner, Antônio Augusto Medeiros Fröhlich

CoRR, February, 2026

Position: Certifiable State Integrity in Cyber-Physical Systems - Why Modular Sovereignty Solves the Plasticity-Stability Paradox.

Enzo Nicolás Spotorno Bieger, Antônio Augusto Medeiros Fröhlich

CoRR, January, 2026

Linking Physical Fidelity to Downstream Performance in Physics-Informed Fault Diagnosis.

Enzo Nicolás Spotorno, Josafat Ribeiro Leal Filho, Antônio Augusto Fröhlich

IEEE Access, 2026

2025

Hard-Constrained Neural Networks with Physics-Embedded Architecture for Residual Dynamics Learning and Invariant Enforcement in Cyber-Physical Systems.

Enzo Nicolás Spotorno, Josafat Leal Filho, Antônio Augusto Fröhlich

CoRR, November, 2025

Lightweight Energy Budget Prediction for Wireless Transceivers.

Enzo Nicolás Spotorno Bieger, Thiago A. Bewiahn, Antônio Augusto Fröhlich

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

Embedded Operation Effort Estimation: A Machine Learning Performance-Efficiency Trade-off Analysis.

Enzo Nicolás Spotorno, Leonardo Passig Horstmann, José Luis Conradi Hoffmann, Antônio Augusto Fröhlich

Proceedings of the XV Symposium on Computing Systems Engineering, 2025

Physics-Informed Residual-Based Anomaly Detection and Open-Set Recognition System: A Case Study on Ring Bearings.

Enzo Nicolás Spotorno, Josafat Leal Filho, Antônio Augusto Fröhlich

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

2024

An Analysis of LSTMs and CNNs Robustness for Early Battery End of Life Prediction on Multivariate Time Series Based on Non-Stationarity and Entropy.

Enzo Nicolás Spotorno Bieger, Leonardo Passig Horstmann, Antônio Augusto Fröhlich

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024