Krzysztof Kurowski

Hybrid quantum-classical de novo design of MHC-binding peptides

Emilie Sofie Engdal, Jonathan Funk, Omar Bacarreza, Laura Machado et autres

ABSTRACT Deep generative models have become a leading approach for designing therapeutic molecules, yet efficiently exploring vast biomolecular sequence spaces remains difficult, particularly for targets with limited training data. The prior distribution that seeds a generative model shapes which regions of sequence …

dk, us, gb, pl (code pays fourni par la source)

Open QBench: A benchmarking framework for evaluating quantum computing platforms

Konrad Wojciechowski, Krzysztof Kurowski, Mateusz Slysz, Tomasz Pecyna

pl (code pays fourni par la source)

Corrigendum to “Solving combinatorial optimization and machine learning problems on hybrid near-term quantum photonic computers” [Future Gener. Comput. Syst. 174 (2026) 107934]

Mateusz Slysz, Łukasz Grodzki, Piotr Rydlichowski, Dawid Siera et autres

pl (code pays fourni par la source)

Mixed Precision Quantum Machine Learning on Photonic Quantum and Hybrid Quantum-HPC Systems

Mateusz Slysz, Krzysztof Kurowski, Grzegorz Waligóra

pl (code pays fourni par la source)

A Binary Optimisation Algorithm for Near-Term Photonic Quantum Processors

Alexander Makarovskiy, Mateusz Slysz, Łukasz Grodzki, Dawid Siera et autres

Binary optimisation tasks are ubiquitous in areas ranging from logistics to cryptography. The exponential complexity of such problems means that the performance of traditional computational methods decreases rapidly with increasing problem sizes. Here, we propose a new algorithm for binary optimisation, the …

The Network of National COVID-19 Data Portals: public health equity through collaboration

Marianna Ventouratou, Katarina Öjefors Stark, Johan Rung, Natalia Koralewska et autres

The network of the national COVID-19 Data Portals was developed and linked to the COVID-19 Data Portal (https://www.covid19dataportal.org/)inresponsetothe need for rapid data sharing and analysis during the 2020–2022 SARS-CoV-2 pandemic. Built on open-source code developed by the Swedish COVID-19 Data Portal (now …

gb, ru, se, pl, es, nl, no, ch (code pays fourni par la source)

Solving combinatorial optimization and machine learning problems on hybrid near-term quantum photonic computers

Mateusz Slysz, Łukasz Grodzki, Piotr Rydlichowski, Dawid Siera et autres

Quantum computers are increasingly being integrated into classical computing environments, particularly within supercomputing and data centers, where they serve as accelerators for solving a wide range of specific problems. Previous research has indicated that quantum computers have the potential to resolve optimization …

pl (code pays fourni par la source)

Systematic benchmarking of quantum computers: status and recommendations

J. Lorenz, Thomas Monz, Jens Eisert, Daniel Reitzner et autres

Architectures for quantum computing can only be scaled up when they are accompanied by suitable benchmarking techniques. The document provides a comprehensive overview of the state and recommendations for systematic benchmarking of quantum computers. Benchmarking is crucial for assessing the performance of …

de, at, us, fr, pl, nl, ru (code pays fourni par la source)

Towards a European HPC/AI ecosystem: a community-driven report

Petr Taborsky, Iacopo Colonnelli, Krzysztof Kurowski, Rakesh Sarma et autres

The rapid advancements in AI and Machine Learning necessitate a robust computational infrastructure to support cutting-edge research and industrial applications. From the academic and industrial AI community perspective, voiced in the recent ELISE project, the European AI platform is recommended to center …

dk, it, pl, de, cz, se (code pays fourni par la source)

Feasibility Study of a Hybrid Quantum-Classical Setup for Multiple GPUs and Two Photonic Quantum Computers

Mateusz Slysz, Piotr Rydlichowski, Krzysztof Kurowski

pl (code pays fourni par la source)

Systematic benchmarking of quantum computers: status and recommendations

Jeanette Miriam Lorenz, Thomas Monz, Jens Eisert, Daniel Reitzner et autres

Architectures for quantum computing can only be scaled up when they are accompanied by suitable benchmarking techniques. The document provides a comprehensive overview of the state and recommendations for systematic benchmarking of quantum computers. Benchmarking is crucial for assessing the performance of …

Towards a European HPC/AI ecosystem: a community-driven report

Petr Taborsky, Iacopo Colonnelli, Krzysztof Kurowski, Rakesh Sarma et autres

The rapid advancements in AI and Machine Learning necessitate a robust computational infrastructure to support cutting-edge research and industrial applications. From the academic and industrial AI community perspective, voiced in the recent ELISE project, the European AI platform is recommended to center …

de (code pays fourni par la source)