Roman Trach

Warsaw University of Life Sciences

Poland

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Articles (21)

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2025

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2023

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2022

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2022

Collaborators (8)

Justyna Dzięcioł

Warsaw University of Life Sciences

POLAND

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Tomasz Wierzbicki

Warsaw University of Life Sciences

POLAND

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Anna Markiewicz

Warsaw University of Life Sciences

POLAND

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Eugeniusz Koda

Director, Institute of Civil Engineering / Professor, Ph.D. (Eng.)

Warsaw University of Life Sciences

POLAND

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Jacek SZER

Lodz University of Technology

POLAND

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Olha Biedunkova

UKRAINE

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Volodymyr Tyvoniuk

Warsaw University of Life Sciences

POLAND

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Yuliia Trach

Warsaw University of Life Sciences

POLAND

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Roman Trach

Research Interests

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Articles (21)

Using AI-Based Tools to Quantify the Technical Condition of Bridge Structural Components

Modeling and Forecasting of the Local Climate of Odesa Using CNN-LSTM and the Statistical Analysis of Time Series

Improving Segmentation Accuracy for Asphalt Pavement Cracks via Integrated Probability Maps

Analysis and Prospective Use of Local Mineral Raw Materials to Increase the Aesthetic and Recreational Value of the Vyzhyvka River (Western Ukraine)

Recycling Industrial Waste: Ferritization Products for Zn2+ Removal from Wastewater

Gas Exchange Research on Plant Layers of Green Structures and Indoor Greening for Sustainable Construction

Integration of Probability Maps into Machine Learning Models for Enhanced Crack Segmentation in Concrete Bridges

Predicting the Influence of Ammonium Toxicity Levels in Water Using Fuzzy Logic and ANN Models

Behaviour and Peculiarities of Oil Hydrocarbon Removal from Rain Garden Structures

Improving the Efficiency and Environmental Friendliness of Urban Stormwater Management by Enhancing the Water Filtration Model in Rain Gardens

The Possibility of Implementation of West Ukrainian Paleogene Glauconite–Quartz Sands in the Building Industry: A Case Study

Solving Some Graph Problems in Composite 3D Printing Using Spreadsheet Modeling

Verification of Performance Standards for Construction Equipment in Terms of CO2 Emissions

Modeling the Cause-and-Effect Relationships between the Causes of Damage and External Indicators of RC Elements Using ML Tools

Application of Fuzzy Logic and SNA Tools to Assessment of Communication Quality between Construction Project Participants

A Model Classifying Four Classes of Defects in Reinforced Concrete Bridge Elements Using Convolutional Neural Networks

Assessment of the technical condition of heritage buildings with the use of fuzzy logic

Possibility of using a mixture of calcium salts to decrease sulphate concentration and total mineralisation of Surface and mine waters

Calculation of the strength of reinforced concrete beams strengthened with composite materials

Modeling of Water Quality in West Ukrainian Rivers Based on Fluctuating Asymmetry of the Fish Population

A Study of Assessment and Prediction of Water Quality Index Using Fuzzy Logic and ANN Models

Collaborators (8)

Justyna Dzięcioł

Tomasz Wierzbicki

Anna Markiewicz

Eugeniusz Koda

Jacek SZER

Olha Biedunkova

Volodymyr Tyvoniuk

Yuliia Trach

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