Development and validation of quantum machine learning methods using prebuilt datasets

Project lead

| in Remigijus Paulavičius 

Project overview

The Centre of Excellence is pioneering quantum computing infrastructure in Lithuania, focusing on the integration of high-performance computing (HPC), quantum simulators and Machine Learning (ML) to address complex data-driven challenges.
The project advances Quantum Machine Learning (QML) methods, explores their applicability across different domains, and develops novel hybrid quantum–classical approaches for scientific discovery.

Project team

Ernestas Filatovas · Marco Marcozzi · Francisco José Orts Gómez · Sasan Ansarian · Ugnė Liaubaitė · Andreea-Iulia Lefterovici 

Publications

High-impact scientific publications

Scientific dissemination & public outreach

Participation in international conferences

Seminars and scientific talks

  • U. Liaubaitė.
    Talk: CSS codes to enhance magnetic field sensing.
    Quantum Information Group (QIG) Seminar, Institute of Theoretical Physics, Leibniz University Hannover, 18 August 2026, Hannover, Germany.

National strategic documents

Quantum technology hackathons

Participation in international quantum technology hackathons

Organization of quantum technology hackathons

  • Organisation of QuantumBoost2025, the first quantum technology hackathon in Lithuania and the Baltic region.

    • M. Marcozzi – main task designer and mentor of hackathon teams.

    • R. Paulavičius – member of the evaluation committee and one of the main organisers of the event.

Contribution to programme objectives & external funding

The project contributes to the programme objective of strengthening the quality of R&D at Lithuanian universities by increasing high-level research outputs, attracting and developing researchers, and securing external research funding.

Successful funding applications

  1. International project
    Quantum Excellence Centre for Quantum-Enhanced Applications (QEC4QEA), funded under the HORIZON-EUROHPC-JU-2023-QEC-05 call.
    Vilnius University is one of 18 partners.
    VU budget: EUR 370,063.

  2. National project
    Quantum algorithms for advanced logistics: optimisation of transport routing, pickup-delivery and electric vehicle charging infrastructure, under the targeted programme “Informacinės technologijos mokslo ir žinių visuomenės plėtrai” (Information Technologies for the Development of Science and Knowledge Society).
    Budget: EUR 299,992.