Alfredo Nunez

Delft University of Technology

Netherlands

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Articles (26)

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Collaborators (11)

Zili Li

Delft University of Technology

NETHERLANDS

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Rob Goverde

Professor of Railway Operations

Delft University of Technology

NETHERLANDS

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Ling Chang

Associate professor

University of Twente

NETHERLANDS

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Li WANG

Delft University of Technology

NETHERLANDS

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Saeed Peyghami

Aalborg University

DENMARK

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Yuanchen Zeng

Delft University of Technology

NETHERLANDS

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Hongrui Wang

Delft University of Technology

NETHERLANDS

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Bart De Schutter

Delft University of Technology

NETHERLANDS

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Taniya Kapoor

Assistant Professor

Wageningen University & Research

NETHERLANDS

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Daniel M. Tartakovsky

Professor

Stanford University

UNITED STATES

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Chen Shen

Delft University of Technology

NETHERLANDS

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Alfredo Nunez

Research Interests

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Articles (26)

A Hybrid Neural Model Approach for Health Assessment of Railway Transition Zones With Multiple Data Sources

Spiking neural network with time-varying weights for rail squat detection

Bidirectional Long Short-Term Memory Approach for Infrastructure Health Monitoring Using On-Board Vibration Response

Neural Differential Equation-Based Two-Stage Approach for Generalization of Beam Dynamics

A Train-Borne Laser Vibrometer Solution Based on Multisignal Fusion for Self-Contained Railway Track Monitoring

Monitoring of rail short pitch corrugation using the time-frequency features of both vertical and longitudinal axle box accelerations

Unsupervised Representation Learning for Monitoring Rail Infrastructures With High-Frequency Moving Vibration Sensors

Microgrid planning based on computational intelligence methods for rural communities: A case study in the José Painecura Mapuche community, Chile

Energy use and greenhouse gas emissions of traction alternatives for regional railways

Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations

Neural Oscillators for Generalization of Physics-Informed Machine Learning

Physics-informed machine learning for moving load problems

Measuring transfer functions of track structures in a test rig with laser Doppler vibrometer and accelerometers on a moving vehicle

Vertical dynamic measurements of a railway transition zone: a case study in Sweden

Railway sleeper vibration measurement by train-borne laser Doppler vibrometer and its speed-dependent characteristics

Enhanced vertical railway track quality index with dynamic responses from moving trains

A Tractable Failure Probability Prediction Model for Predictive Maintenance Scheduling of Large-Scale Modular-Multilevel-Converters

Physics-Informed Neural Networks for Solving Forward and Inverse Problems in Complex Beam Systems

An Interpretable Method for Operational Modal Analysis in Time-Frequency Representation and Its Applications to Railway Sleepers

A bidding mechanism for maintenance of generation units considering inter-ISO power exchange

Multiple-axle box acceleration measurements at railway transition zones

Energy model of a fuel cell hybrid-electric regional train in passenger transport service and vehicle-to-grid applications

Analysis of hydrogen-powered propulsion system alternatives for diesel-electric regional trains

Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways

Accelerated optimal maintenance scheduling for generation units on a truthful platform

Real-Time UAV Routing Strategy for Monitoring and Inspection for Postdisaster Restoration of Distribution Networks

Collaborators (11)

Zili Li

Rob Goverde

Ling Chang

Li WANG

Saeed Peyghami

Yuanchen Zeng

Hongrui Wang

Bart De Schutter

Taniya Kapoor

Daniel M. Tartakovsky

Chen Shen

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