Completed doctoral dissertations

Machine learning methods for phenotyping insect biosystems on the example of the honeybee and the mealworm

dr inż. Paweł Majewski

Supervisor: prof. dr hab. inż. Robert Burduk

Supervisor: dr hab. inż. Jacek Reiner, prof. PWr

Numerical simulation of the process of shaping local reinforcements by laser hardening for the purpose of adjusting the functionality of thin-walled components manufactured generatively from StaVari material

dr inż. Przemysław Radkiewicz

Supervisor: dr hab. inż. Jacek Reiner, prof. PWr

Modeling of thermal phenomena and control of the laser deposition process.

dr inż. Piotr Koruba

Supervisor: dr hab. inż. Jacek Reiner, prof. PWr

Information about dissertation [ludzie.nauka.gov.pl]

Method of selecting technological parameters of laser welding process using system identification

dr inż. Jakub Kędzia

Supervisor: prof. dr hab. inż. Edward Chlebus

Assistant supervisor: dr hab. inż. Jacek Reiner, prof. PWr

Information about dissertation [ludzie.nauka.gov.pl]

Laser triangulation method resistant to light reflections for quality control of product geometry

dr inż. Maciej Stankiewicz

Supervisor: prof. dr hab. inż. Tomasz Koch

Assistant supervisor: dr hab. inż. Jacek Reiner, prof. PWr

Informacje o rozprawie [ludzie.nauka.gov.pl]

Doctoral dissertations in progress

Water-assisted laser micromachining of tungsten carbide

mgr inż. Michał Ćwikła

Supervisor: dr hab. inż. Jacek Reiner, prof. PWr

Development of a method for supervision and control of the laser surface functionalization process on the basis of residual signals accompanying ablation

mgr inż. Maurycy Kempa

Supervisor: dr hab. inż. Jacek Reiner, prof. PWr

Improving the robustness of vision inspection systems using machine learning models to the phenomena of domain shift and concept drift

mgr inż. Kacper Marciniak

Supervisor: dr hab. inż. Jacek Reiner, prof. PWr

mgr inż. Jakub Piwowar

Supervisor: dr hab. inż. Jacek Reiner, prof. PWr

mgr inż. Maciej Zielony

Implementation PhD in collaboration with Diehl Controls

Supervisor: dr hab. inż. Jacek Reiner, prof. PWr

Selected publications

Study on surface quality in spray-mist-assisted laser processing of tungsten carbide cobalt

Michał Ćwikła, Maurycy J. Kempa, Adrian S. Zakrzewski, Robert Dziedzic, Aleksandra M. Małachowska, Jacek Reiner

The International Journal of Advanced Manufacturing Technology, 2025

Impact of cross-helix texture scaling on grinding performance using resin-bonded CBN laser-textured wheels

Michał Ćwikła, Robert Dziedzic, Marek Kołodziej, Jacek Reiner

The International Journal of Advanced Manufacturing Technology, 2025

Identifying defects and varieties of Malting Barley Kernels

Michał Kozłowski, Piotr M. Szczypiński, Jacek Reiner, Piotr T. Lampa, Mariusz Mrzygłód, Karolina Szturo, Piotr Zapotoczny

Scientific Reports, 2024

Feasibility of laser cladding for tooling repair in aerospace manufacturing: an alternative to chrome plating

Piotr G. Koruba, Marek Pawlicki, Adrian Mróz, Radosław Szewczyk, Jacek Reiner

Archives of Civil and Mechanical Engineering, 2025

End-to-end solution for Tenebrio Molitor rearing monitoring with uncertainty estimation and domain shift detection

Paweł Majewski, Piotr T. Lampa, Robert Burduk, Jacek Reiner

IEEE/CVF CVPR Conference, 2024

Improved pest detection in insect larvae rearing with pseudo-labelling and spatio-temporal masking

Paweł Majewski, Piotr T. Lampa, Robert Burduk, Jacek Reiner

VISIGRAPP: VISAPP Conference, 2024

Estimation of the inference quality of machine learning models for cutting tools inspection

Kacper Marciniak, Paweł Majewski, Jacek Reiner

VISIGRAPP: VISAPP Conference, 2024

Monitoring the growth of insect larvae using a regression convolutional neural network and knowledge transfer

Paweł Majewski, Mariusz Mrzygłód, Piotr T. Lampa, Robert Burduk, Jacek Reiner

Engineering Applications of Artificial Intelligence, 2024

Processability of high-speed steel by coaxial laser wire deposition technology for additive remanufacturing of cutting tool

Piotr G. Koruba, Jakub Sz. Kędzia, Robert Dziedzic, Jacek Reiner

Applied Sciences, 2023

Coaxial laser wire deposition of AISI 316L steel - research on influence of processing parameters

Piotr G. Koruba, Przemysław Radkiewicz, Jakub Sz. Kędzia, Robert Dziedzic, Piotr Smuga, Jacek Reiner

Welding Technology Review, 2023

Online correction of laser head nozzle position for laser metal deposition using a chromatic confocal displacement system

Piotr G. Koruba, Grzegorz Iskierka, Bartosz O. Poskart, Jakub M. Mazur, Adrian S. Zakrzewski

Sensors, 2023

Mixing augmentation and knowledge-based techniques in unsupervised domain adaptation for segmentation of edible insect states

Paweł Majewski, Piotr T. Lampa, Robert Burduk, Jacek Reiner

VISIGRAPP: VISAPP Conference, 2023

Prediction of the remaining time of the foraging activity of honey bees using spatio-temporal correction and periodic model re-fitting

Paweł Majewski, Piotr T. Lampa, Robert Burduk, Jacek Reiner

Computers and Electronics in Agriculture, 2023

Improvement of laser hardening technology with oscillating beam using multiphysics simulation

Przemysław Radkiewicz, Marek Laurentowski, Jacek Reiner

Procedia CIRP, 2022

The determination of the measurement beam source in a chromatic confocal displacement sensor integrated with an optical laser head

Adrian S. Zakrzewski, Piotr G. Koruba, Michał Ćwikła, Jacek Reiner

Optics & Laser Technology, 2022

Multipurpose monitoring system for edible insect breeding based on machine learning

Paweł Majewski, Piotr Zapotoczny, Piotr T. Lampa, Robert Burduk, Jacek Reiner

Scientific Reports, 2022

Hybrid method for rapid development of efficient and robust models for in-row crop segmentation

Paweł Majewski, Jacek Reiner

VISIGRAPP: VISAPP Conference, 2022

Local laser hardening of heat treated medium manganese steel initially processed by laser powder bed fusion (LPBF)

Przemysław Radkiewicz, Jakub Sz. Kędzia, Robert Dziedzic, Jacek Reiner, Bernd Schob, Camilo Zopp, C. Kroll

Journal of Materials Processing Technology, 2022

Instance segmentation of root crops and simulation-based learning to estimate their physical dimensions for on-line machine vision yield monitoring

Przemysław Dolata, Paweł Wróblewski, Mariusz Mrzygłód, Jacek Reiner

Computers and Electronics in Agriculture, 2021

Influence of overlap on surface quality in the laser polishing of 3D printed inconel 718 under the effect of air and argon

Michał Ćwikła, Robert Dziedzic, Jacek Reiner

Materials, 2021

Characterization of a chromatic confocal displacement sensor integrated with an optical laser head

Adrian S. Zakrzewski, Piotr Jurewicz, Piotr G. Koruba, Michał Ćwikła, Jacek Reiner

Applied Optics, 2021

Spectral analysis of thermal emission from melt pool during laser material processing

Michał Ćwikła, Piotr G. Koruba, Adrian S. Zakrzewski, Piotr Jurewicz, Jacek Reiner

COMSOL Conference: Europe, 2020

Imaging scatterometry with extrapolation of missing BRDF data for materials used in laser material processing

Adrian S. Zakrzewski, Piotr Jurewicz, Michał Ćwikła, Piotr G. Koruba, Jacek Reiner

Sensors, 2021

Design of a chromatic confocal displacement sensor integrated with an optical laser head

Adrian S. Zakrzewski, Michał Ćwikła, Piotr G. Koruba, Piotr Jurewicz, Jacek Reiner

Applied Optics, 2020

Multivariate prediction of laser deposited geometry based on machine vision

Piotr Jurewicz, Piotr G. Koruba, Jacek Reiner

Procedia CIRP, 2020

The use of polarized light and image analysis in evaluations of the severity of fungal infection in barley grain

Piotr Zapotoczny, Jacek Reiner, Mariusz Mrzygłód, Piotr T. Lampa

Computers and Electronics in Agriculture, 2020