Anime style image of young scientist entering a futuristics PET laboratory.

New Team Member Joins the IMPET Project

We are pleased to announce that Grzegorz Pawłuszewicz has been selected to join the First Team project IMPET (Industrial Multiphoton PET Tomography), funded by the Foundation for Polish Science (FNP). Grzegorz is a MSc student at AGH University of Kraków and was awarded a FNP scholarship. His studies will focus on joint Computational Fluid Dynamics and Monte Carlo …

Quality of ML correction displayed based on anthropomorphic phantom/

IMPET Researchers Present Innovations at International Biomedical Imaging Symposium

LONDON, March 2026 – Researchers Konrad Klimaszewski and Roman Shopa represented the IMPET project at the prestigious Symposium on AI and Reconstruction for Biomedical Imaging, held on March 9-10. Co-organised by Professor Andrew Reader of King’s College London, the two-day event brought together international researchers to discuss recent breakthroughs in AI-driven image reconstruction. The symposium …

Coffe mug with OpenGate collaboration Logo seen on a computer desk.

Turning coffee into code – GATE 10 Hackathon 2026

At the beginning of February, 2026, Wojciech Krzemień participated in the GATE 10 Hackathon held at the Holland Proton Therapy Center in Delft. The event gathered 27 participants from 10 countries working on the development of the GATE simulation toolkit. During the hackathon, the positronium source model was successfully transferred from GATE 9 to GATE 10. This implementation …

Logo of the NAWA Joint Research Projects - Poland-France

Not one but two NAWA mobility grants

We are pleased to announce that Wojciech Krzemień, leader of the IMPET project, has been awarded a two-year mobility grant under the National Agency for Academic Exchange (NAWA) programme “Poland–France Joint Research Projects 2025 – PHC Polonium 2025”. The project, entitled “Positronium Physics in GATE 10: Simulations and Image Reconstruction”, will be carried out in collaboration with David Sarrut and …

Logo of the NAWA Joint Research Projects - Poland-Austria

We received the NAWA mobility grant

We are happy to announce that Wojciech Krzemień, the leader of the IMPET project, has been awarded a mobility grant under the National Agency for Academic Exchange (NAWA) programme “Poland–Austria Joint Research Projects 2025”, selected among 15 funded projects nationwide. The project, entitled “Beyond Monte Carlo: Quantum Computing and AI Approaches to Multi-Photon Systems Simulations”, will be carried …

Histograms of three-dimensional SSIM metric for two classes under three diifferent settings: no augmentation, color onlu augmentation, strong augmentation. Histograms for strong augmentation show very good agreement of the SSIM metric between real and generated images.

Adaptive 3D Augmentation in StyleGAN2-ADA for High-Fidelity Lung Nodule Synthesis from Limited CT Volumes

Can you train a high-quality generative model using only a small 3D dataset?That’s the core challenge Oleksandr Fedoruk, Michał Kruk, and Konrad Klimaszewski tackled in our latest research, now published in the Sensors journal. You can read the full open-access paper here: https://www.mdpi.com/1424-8220/25/24/7404 To address data scarcity, we adapted the StyleGAN2-ADA architecture specifically for 3D voxelized images. Our project introduces …

Cover of the European Physics Journal C featuring our work

Our work is on the cover of the EPJC

We are delighted to announce that a figure from our latest article has been selected as cover illustration for The European Physical Journal C issue 85/10. The featured article describes the Vienna-Warsaw Monte Carlo model, developed with our colleagues from University of Vienna and Jagiellonian University, capable of simulating polarization correlations of high-energy photon pairs, such as those produced in …

AI vision of IMPET team member.

New Team Member Joins the IMPET Project

We are pleased to announce that Wojciech Zdeb has been selected to join the First Team project IMPET (Industrial Multiphoton PET Tomography), funded by the Foundation for Polish Science (FNP). Wojciech is a MSc student at Jagiellonian University and was awarded a FNP scholarship. His studies will focus on Monte Carlo simulations for Positron Emission Particle Tracking (PEPT). …

IMPET project meeting.

Meeting with our commercial partner Creotech Instruments S.A.

On the 25th of November, we had a working meeting with our commercial partner Creotech Instruments S.A. During the meeting, we discussed project progress, current challenges, and long- and mid-term plans. We had a fruitful discussion about research methodology and the future applications of the project’s results.The second half of the day was dedicated to …

Crab Nebula pulsar x-ray

Wojciech Krzemień appearance in the Pulsar podcast

Dr. Wojciech Krzemień, leader of the IMPET project, was a guest on the PULSAR podcast (#153) hosted by Karol Jałochowski. In the interview, he  discussed quantum entanglement research and the development of an innovative industrial PET scanner being created within the IMPET project. Listen to the podcast (in Polish): https://www.projektpulsar.pl/struktura/2321583,1,podkast-153-wojciech-krzemien-badania-podstawowe-bez-nich-nauka-umiera.read