Barbara Szymanik

Assistant Professor

West Pomeranian University of Technology

Poland

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Barbara Szymanik is an Assistant Professor at the West Pomeranian University of Technology in Poland. Her research focuses on advanced methods for structural health monitoring, including the use of microwave thermography and neural network analysis. Recent publications include investigations into steel reinforcement detection, carbon fiber reinforced polymer ageing, and the structural properties of 3D-printed materials using infrared thermography.

Articles (8)

Year:

2025

Year:

2024

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2023

Year:

2023

Year:

2022

Year:

2022

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2021

Year:

2020

Collaborators (2)

Przemyslaw Lopato

Associate professor

West Pomeranian University of Technology

POLAND

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Didier DEFER

Université d'Artois

FRANCE

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Barbara Szymanik

Research Interests

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Articles (8)

Detection of Steel Reinforcement in Concrete Using Active Microwave Thermography and Neural Network-Based Analysis

Investigation of Carbon Fiber Reinforced Polymer Concrete Reinforcement Ageing Using Microwave Infrared Thermography Method

Defect Detection in CFRP Concrete Reinforcement Using the Microwave Infrared Thermography (MIRT) Method—A Numerical Modeling and Experimental Approach

Structural Health Monitoring: Latest Applications and Data Analysis

An Evaluation of 3D-Printed Materials’ Structural Properties Using Active Infrared Thermography and Deep Neural Networks Trained on the Numerical Data

Qualitative evaluation of 3D printed materials? structure using active infrared thermography and signal analysis based on LSTM neural networks

Detection and Identification of Defects in 3D-Printed Dielectric Structures via Thermographic Inspection and Deep Neural Networks

Numerical modelling and experimental evaluation of the composites using active infrared thermography with forced cooling

Collaborators (2)

Przemyslaw Lopato

Didier DEFER

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