10th Users' Conference of IT4Innovations

Session

Users' Talks III

6 Nov 2026, 09:30

atrium (IT4Innovations)

15. Certifying Quantum Hardware

Ryszard Kukulski (IT4Innovations National Supercomputing Center)

06/11/2026, 09:30

Computational Sciences & Informatics (e.g. AI, HPC, Data Science)

User's talk

In this presentation, we propose a quantum certification method whose main goal is to verify if a quantum provider is honest about the capabilities of their quantum machine. To do this, we use machine learning methods to carefully create a quantum circuit to be executed by the provider. By investigating the outputs of the computation, we are able to certify the validity of the quantum machine...

18. Structural Models for Carbon Nanodots: Graphitic, Nitrogen-doped and Graphyne-Based systems

Zaira Carboni (Università degli studi di Cagliari)

06/11/2026, 09:50

Computational Sciences & Informatics (e.g. AI, HPC, Data Science)

User's talk

Graphyne and graphdiyne represent two-dimensional carbon allotropes structurally related to graphene. Unlike graphene, which is composed exclusively of sp²-hybridized carbon atoms arranged in a honeycomb lattice, graphyne and graphdiyne incorporate sp-hybridized carbon atoms through acetylenic linkages. In graphyne, aromatic rings are connected by single –C≡C– units, while in graphdiyne they...

14. Controlled Continued Pretraining at Scale: Measuring Entity Learnability in LLMs on LUMI

Mr Michal Kubicek (Silesian University in Opava, School of Business Administration in Karvina)

06/11/2026, 10:10

Computational Sciences & Informatics (e.g. AI, HPC, Data Science)

User's talk

How much exposure does a language model need before it reliably learns a new entity, and how can this process be measured experimentally on large-scale HPC infrastructure? We present the computational design of a dissertation experiment focused on entity learnability in large language models, using fictitious brands and their attributes as a controlled case. The experiment uses continued...