Agata Siemaszko

Agata Siemaszko is an Assistant Lecturer at the Department of Building Engineering, Faculty of Civil and Environmental Engineering, Gdańsk University of Technology. She maintains an active research profile while contributing to academic instruction in civil engineering disciplines.

Dr. Siemaszko's research interests span multiple critical areas of modern civil engineering:

• Bayesian Networks applications in construction management
• Risk assessment methodologies for urban construction projects
• Metaheuristic optimization techniques for engineering decision-making
• Life cycle assessment and cost analysis of building systems
• Traffic-induced structural vibrations and safety assessment
• Decision support systems for engineering management under uncertainty

Her publication record reveals a clear evolution from foundational risk assessment research to sophisticated computational approaches integrating Bayesian Networks with metaheuristic optimization. This progression demonstrates her commitment to developing practical tools that address the complex, multi-criteria challenges inherent in modern construction management where stakeholders often have conflicting interests. Her most recent work continues to push boundaries with 2025 publications focusing on optimization techniques for building project management.

Dr. Siemaszko has earned recognition for her scholarly contributions through several prestigious awards:

• Second Prize for outstanding publication 'Problems of maintenance of historic bridge structures' at the 14th Scientific Conference of Doctoral Students of Civil Engineering Departments (2014)
• Winner of the competition for best scientific works concerning the Żuławy region of the Vistula Delta (2012)
• Third place in the competition for master's and doctoral theses thematically related to the Vistula River (2010)

Her research activities include grant-supported work such as the Miniatura 7 grant DEC-2023/07/X/ST8/00317 for vibration measurements of residential buildings. She has contributed to numerous research projects addressing risk management, construction optimization, and structural safety assessment in challenging urban environments.

Dr. Siemaszko's laboratory work focuses on structural vibration testing and monitoring, particularly examining how traffic-induced vibrations affect residential buildings. Her approach combines empirical measurement with advanced probabilistic modeling to develop practical risk assessment frameworks for building safety and longevity.