Discipline: mechanical engineering

1) Title of project: AI-Based Data-Driven Approaches for Sustainable Processing of Advanced Materials

Supervisor: Dr. hab. Munish Kumar Gupta

Brief description of work to do within the project: The aim of this PhD project is to create artificial intelligence-driven data-centric methods to improve the environmentally friendly processing of advanced materials. Using machine learning (ML) and deep learning (DL) models, the project aims to reduce waste, lower energy consumption, and maximise material processing methods. In this project, the experimental and simulation data will be used in artificial intelligence algorithms to predict the material behaviour and process efficiency. In addition, the key aspect of the research is the integration of sensor data, computational modeling, and AI-based predictive analytics to improve manufacturing sustainability. The project will explore reinforcement learning for process optimization, computer vision for defect detection, and generative models for material design. Additionally, the research will focus on developing explainable AI techniques to ensure model transparency and reliability in industrial applications. 

Discipline: architecture and urban planning

1) Title of project: The estetich of sustainability. The architectural language in Molysmocene

Supervisor: dr. inż. arch. Luca Trabattoni

Brief description of work to do within the project: The research focuses on the role of sustainability within the design and aesthetic process of architecture. Sustainability, as an expression of technique and technology, can have different declinations. The research aims to investigate the technical and formal connections between sustainability and architectural language in relation to efficiency, materials, innovation and aesthetics.

Discipline: economics and finance

1) Supervisor: Krzysztof K. Malik – Professor of Economic Sciences, scholarship holder of the Foundation for Polish Science, is the author and co-author of over 200 publications and expert opinions in the field of economics of sustainable development, regional economy, regional development management, knowledge transfer and smart specialisation of regional development, as well as economic evaluation of public programmes and policies (https://pl.wikipedia.org/wiki/Krzysztof_Malik).

Title of project: Innovation, Smart Specialisation, and Economic Resilience: Modelling Knowledge Transfer as a Strategy for Sustainability in Small and Medium-sized Regions: case study of Opolskie, Poland

Brief description of work to do within the project: This research explores the procedures for identifying, supporting, and updating regional smart specialisations, focusing on its potential to enhance the resilience of regional economy in the face of external threats. The study holds significant cognitive value, as it seeks to develop an economic model for supporting resilience in the context of contemporary global challenges (e.g., economic downturns, pandemic, migration crises, armed conflicts).

A key practical outcome of this research will be the modification of existing innovation development policy, with a particular emphasis on fostering economic resilience in the medium and short term. Focusing on how region can build resilience through knowledge transfer and specialization gives the paper practical relevance for regional policymakers and economic planners.

By integrating resilience criteria into regional economic strategies and action plans this work aims to create a more adaptive and robust regional economy.

The originality of this study lies in the proposal of a policy framework for building regional economic resilience, grounded in the mechanisms of innovation policy through smart specialisations. Given the existing research gap in the design and implementation of resilience policies at regional level, this project is crucial for shaping a comprehensive, integrated resilience policy, specifically tailored to address the current external threats. The research spans across economics, innovation studies, regional development, and development policy analysis (interdisciplinary approach).

2)Supervisor: dr hab. Mariusz Zieliński

Project title: Changes in the labor market situation in Poland

Short description of the work:The work may concern changes in the labor market situation in Poland in the last dozen or so years. The analyzed data may concern changes in the level and structure of employment, unemployment, professional activity and inactivity, and the level and structure of wages. They should refer to demographic changes, changes in the level of education, and other socio-economic cross-sections concerning employees. Comparisons of changes may be international and/or regional. An additional field of research may be migration processes and their impact on the labor market.

Discipline: Automatic Control, electrical engineering, electronics and space technologies

1) Title of project: Electromagnetic modeling of turbogenertators

Supervisor: Prof. Mariusz Jagieła

Brief description of work to do within the project: The project aims to solve a few problems concerning the electromagnetic simulation of large turbogenerators using specifically the CAD/FEA software. The student will allocate a portion of his time in the settlement of the industrial partner. Additional funding may be available from the industarial partner, contingent upon the student's competencies and level of engagement. The candidate is expected to demonstrate the sound knowledge in the area of electric power or related fields.

 2) Title of project: Characteristics of a levitating linear motor

Supervisor: dr hab. inż. Dawid Wajnert

Brief description of work to do within the project:

The scope of the project includes:

- review of literature on the subject of the project,

- development of a numerical model in Ansys software covering the magnetic field,

- development of a field-circuit model combining magnetic calculations with the equations of motion of the actuator,

- creation of a physical model of a levitating linear motor with parameters determined at the stage of computer simulation,

- measurement verification of the simulation model together with measurement of the operating characteristics of the levitating linear motor.

Discipline: Civil Engineering, Geodesy and Transport

1) Title of project: Peak factor in non-stationary random vibrations.

Supervisor: Prof. dr hab. inż. Zbigniew Zembaty

Brief description of work:

The proposed work on doctoral thesis covers Matlab computer simulations in order to investigate short, transient dynamic effects on structures. Knowledge of Matlab and probability theory as well stochastic processes is necessary.

Literatura/Reference:  ZEMBATY Z., Non-stationary random vibrations of a shear beam under high frequency seismic effects, Soil Dynamics & Earthquake Engineering, vol.27, no.11, November 2007, pp.1000-1011

2)Title of project: Non-stationary random vibrations of non-elastic oscilators.

Supervisor: Prof. dr hab. inż. Zbigniew Zembaty

Brief description of work:

The proposed work on doctoral thesis covers Matlab computer simulations in order to investigate non-linear dynamic effects on inelastic structures using Monte Carlo method. Knowledge of Matlab and probability theory as well stochastic processes and Fast Fourier Transform is necessary.

Literatura/Reference:  ZEMBATY Z., Non-stationary random vibrations of a shear beam under high frequency seismic effects, Soil Dynamics & Earthquake Engineering, vol.27, no.11, November 2007, pp.1000-1011

3)Title of project: Response of a soil-steel bridge to excitation caused by the passage of a fast train.

Supervisor: Prof. dr hab. inż. Damian Bęben

Brief description of work:

1. Literature review in the field of bridge dynamics
2. Implementation of FEM computational models of soil-steel bridge
3. Implementation of experimental tests of a bridge under dynamic load (train passages).

4)Title of project: Rotation rate measurements in the parameter identification of high beam elements.

Supervisor:: Dr hab. inż. Piotr Bońkowski

Brief description of work

The aim of the project is to analyse potential advantages and restrictions of the rotation rate measurements for the state identification of high beam elements. The planned tasks are:

1. Analyse literature in the area of the project.
2. Numerical simulation of the state identification using MATLAB, Abaqus or similar environment.
3. Experimental verification of state identification of simple structures.

Physical Culture Science

1) Title of project: Adaptive mechanisms of skeletal muscles in response to selected forms of physical training

Supervisor: dr hab. Paweł Pakosz

Brief description of work to do within the project (5-10 sentences):  The research project focuses on analyzing the adaptive changes in skeletal muscles in response to different forms of physical training. The study will include an objective assessment of muscle bioelectrical activity (EMG), fatigue analysis, movement pattern analysis, and muscle efficiency evaluation. A non-invasive research tool – surface electromyography (sEMG) – will be used. The project aims to determine optimal training strategies that enhance performance and resistance to injuries. Another key aspect of the research will be comparing the effects of different training methods on muscle adaptation processes. This is a unique opportunity to engage in cutting-edge research on muscle efficiency and training, with practical applications in high-performance sports, physical activity, and injury prevention.

2) Title of project: The impact of various lifestyle factors on the body's health parameters

Supervisor: dr hab. Paweł Pakosz

Brief description of work to do within the project (5-10 sentences):  The research project focuses on analyzing changes in various health parameters of the human body in response to different variables and stimuli, such as physical training, diet, wellness practices, and recovery. The study will include an objective assessment of physiological indicators such as stress levels, muscle recovery, performance parameters, sleep quality, and metabolic changes. Advanced, non-invasive measurement techniques will be utilized. The primary objective of the project is to determine optimal strategies for integrating various approaches, including physical activity, nutrition, and recovery methods, to enhance overall health and performance. This research provides a unique opportunity to engage in interdisciplinary studies on the impact of lifestyle on bodily functions, with practical applications in health prevention and sports performance optimization.

3) Title of project: Assessment of body composition and Its impact on health parameters

Supervisor: dr hab. Paweł Pakosz

Brief description of work to do within the project (5-10 sentences): 

The research project focuses on evaluating body composition and its significance for key aspects of health. The study will involve an objective analysis of body components, including muscle mass, fat tissue, and hydration levels, using advanced measurement methods such as bioelectrical impedance analysis (BIA). The primary goal of the project is to identify optimal body composition ratios among different groups, including athletes, physically active individuals, and those leading a sedentary lifestyle. An essential aspect of the study will also be assessing the effects of selected training and dietary strategies on body composition changes. Participation in this project presents a unique opportunity to engage in cutting-edge research on the body's adaptation to lifestyle factors, with practical applications in elite sports, recreation, and health prevention.

4) Project title: Investigation of a "physiological biomarker" based on the analysis of EEG recordings towards monitoring factors determining the occurrence of Alzheimer's disease, with particular emphasis on features that usually change with age.

Supervisor: dr hab. Monika Błaszczyszyn

Short description of the work (5-10 sentences): The will be examined the risk factors associated with multidimensional AD and  MCI in elderly people over the age of 65 years. Particular attention will be paid to the multidimensional  assessment of cognitive and memory disorders which is a new concept of the observed in the EEG recording. The results of this research should help to monitoring,  control of the progression determinants and natural history of Alzheimer's disease.

The working hypothesis: EEG can be used as a useful screening tool for the diagnosis and disease progression evaluation of MCI and AD. A comprehensive analysis will facilitate choosing the best feature suitable for preclinical and clinical settings. Understanding the relationship between EEG and dementia can clarify the pathology and improve patient care.