Conference Agenda

DAY 1: Wednesday, September 24, 2025 (Hall 3, 3 Maja St. 54)

9:00 – 11:30 |🌟 Inaugural Session

Chairmen: Anna Wawrzyńczak-Szaban, Chairman of the ISIT 2025 Conference

  • 9:00 – 9:30 Official Opening of the Conference
  • 9:30 – 10:30 Keynote Lecture 1: AI-based Business Applications for Transforming Data into Decisions – prof. dr hab. Zbigniew Józef Michalewicz (45 min talk + 15 min Q&A)
  • 10:30 – 11:30 Keynote Lecture 2: Areas and forms of artificial intelligence applications in medicine (in Polish) – prof. dr hab. inż. Ryszard Tadeusiewicz 💻 (45 min talk + 15 min Q&A)

11:30 – 12:00 | ☕ Coffee Break

12:00 – 13:40 | 🧑‍🏫 Session I: AI in Physical Sciences (Total duration: 100 mins)

Chairmen: TBA

  • Jerzy Tchórzewski, Wojciech Nabiałek and Kamil Kwaśniak. Simulation Studies of the Neural Model of the National Electricity Demand System (15 min talk + 5 min Q&A)
  • Slavko Dragić, Radosław Marlęga and Jerzy Tchórzewski. Hard Coal Market System Modeling a Case Study Using Regression Machine Learning (15 min talk + 5 min Q&A)
  • Dariusz Rucinski. Data Analysis for Selecting the Structure and Parameters of the Power System Model as an Intelligent System (15 min talk + 5 min Q&A)
  • Anna Wawrzynczak-Szaban and Dominik Filipczuk. Improving Airborne Contamination Forecasting with Tree-Structured Parzen Estimator-Based Neural Network Tuning (15 min talk + 5 min Q&A)
  • Agnieszka Siluszyk, Agnieszka Gil, Renata Modzelewska, Marek Siluszyk, Anna Wawrzaszek and Anna Wawrzynczak-Szaban. Machine Learning for Geomagnetic Storm Analysis: Uncovering Patterns in Solar Cycle 24 Variables (15 min talk + 5 min Q&A)

13:40 – 14:40 | 🍽️ Lunch Break

14:40 – 16:20 | 🧑‍🏫 Session II: Core Methods, Theory, and Security of AI (Total duration: 100 mins)

Chairmen: TBA

  • Mieczysław Kłopotek, Slawomir T. Wierzchon, Bartłomiej Starosta, Piotr Borkowski and Dariusz Czerski. On Applicability of Explanation Evaluation (15 min talk + 5 min Q&A)
  • Stanisław Ambroszkiewicz. Functionals in the Clouds: a Cloud-Native Function-Level Programming (15 min talk + 5 min Q&A)
  • Andrzej Barczak and Michał Barczak. Secure Artificial Intelligence Systems. Development, Implementation, And Usage. (15 min talk + 5 min Q&A)
  • Cezary Borkowski, Miroslaw Szaban and Franciszek Seredynski. Solving the Problem of Pattern Formation Using Genetic Algorithm (15 min talk + 5 min Q&A)
  • Dawid Dziedzic and Miroslaw Szaban. Is it Possible to Construct an Artificial Neural Network Using Cellular Automata? (15 min talk + 5 min Q&A)

16:45 🎉 Welcome Dinner (Student Club PeHa, 3 Maja St. 49)

 

DAY 2: Thursday, September 25, 2025 (Hall 3, 3 Maja St. 54)

9:30 – 10:30 | 🌟 Inaugural Session II

Chairmen: TBA

  • 9:30 – 10:30 Keynote Lecture 3: Physics-informed artificial intelligence
    prof. dr hab. inż. Włodzisław Duch 💻 (45 min talk + 15 min Q&A)

10:30 – 11:00 | ☕Coffee Break

11:00 – 12:00 | 🧑‍🏫 Session III: AI in Medicine and Healthcare (Total duration: 60 mins)

Chairmen: TBA

  • Mathieu Francois, Iván Rivero, Cristina Tîrnǎucǎ and Rafael Duque. An Interactive Platform for Medical Machine Learning Using AutoML and Large Language Models (15 min talk + 5 min Q&A) 💻
  • Khaoula Ballouk and Ismail Lagrat. Advancing Emergency Department Operations through AI-Based Triage Systems (15 min talk + 5 min Q&A) 💻
  • Marcin Stępniak, Wojciech Nabiałek, Artur Niewiadomski, Mateusz Przychodzki and Andrzej Sędek. Physiological Monitoring Devices for Virtual Reality Therapy: Technologies, Applications, and Future Directions (15 min talk + 5 min Q&A)

12:00 – 13:00 | 🍽️ Lunch Break

13:00 – 14:40 | 🧑‍🏫Session IV: Intelligent Solutions for People with Special Needs (Total duration: 100 mins)

Chairmen: TBA

  • Dariusz Mikulowski. Automatic Creation of Sound Binaural Scenes To Develop Spatial Orientation Skills of Blind Individuals (15 min talk + 5 min Q&A)
  • Stefan Svetsky, Dariusz Mikulowski, Zuzana Cervenanska and Wojciech Nabialek. WPad – Personal User Adapted System as a Supporting Assistive Technology For BVI Users (15 min talk + 5 min Q&A) 💻
  • Boopathi Palanisamy and Dariusz Mikulowski. Uncovering Posthuman Interdependence: Accessible Computing and Transformative Potential of Artificial Intelligence (15 min talk + 5 min Q&A) 💻
  • Tomas Sladcik and Michal Janosek, Agent-Based Reinforcement Learning for Smart Heating (15 min talk + 5 min Q&A) 💻
  • Marek Pilski. A comparative analysis of key features of WCAG-based website digital assessment methodologies (15 min talk + 5 min Q&A)

14:40 – 15:10 | ☕Coffee Break

15:10 – 15:50 | Session V: Applied AI: Defense, Robotics, and Education (Total duration: 40 mins)

Chairmen: TBA

  • Przemysław Simiński. Unmanned Ground Vehicles (UGVs) on the Modern Battlefield: Threats in Light of the Russia–Ukraine War Experience (15 min talk + 5 min Q&A)
  • Ewa Szczepanik and Szymon Szczepanik. The Use of Artificial Intelligence in Teaching Robotics at School Using LEGO Mindstorms (15 min talk + 5 min Q&A)

 

DAY 3: Friday, September 26, 2025 (Hall 3, 3 Maja St. 54)

9:00 – 10:00 | 🌟 Inaugural Session IV

Chairmen: Jerzy Tchórzewski

  • 9:00 – 10:00 Keynote Lecture 4: Extended Green Cloud Simulator – Leveraging Multi-Agent Systems for Green Cloud Simulations – prof. dr hab. Marcin Paprzycki 💻 (45 min talk + 15 min Q&A)

10:00 – 10:30 | ☕Coffee Break

10:30 – 12:30 | 🎓 Tutorial (Part 1) (room 31, 3 Maja St. 54)

  • Leveraging Large Language Models for Private Data
  • Instructor: Krzysztof Nawrocki, Dr. Rafał Możdżonek  National Centre for Nuclear Research

12:30 – 13:30 | 🍽️ Lunch Break 

13:30 – 16:30 | 🎓 Tutorial (Part 2) (room 31, 3 Maja St. 54)

  • Leveraging Large Language Models for Private Data
  • Instructor: Krzysztof Nawrocki, Dr. Rafał Możdżonek, National Centre for Nuclear Research

16:30 – 17:00 | Official End of the Conference

Chairmen: Dr Anna Wawrzyńczak-Szaban, Chairman of the ISIT 2025 Conference

  • Closing remarks and awards.

About the tutorial: Leveraging Large Language Models for Private Data

Logo EuroCC

Instructors: Dr. Krzysztof Nawrocki, National Centre for Nuclear Research (NCBJ), Dr. Rafał Możdżonek 

Date: 26.09.2025, 10:00 – 17.00
Format: On-site, Room 31
Language: English

About the Tutorial:

This hands-on session introduces how Large Language Models (LLMs) can be applied to private datasets in secure environments. Participants will explore tools and techniques that enable the use of generative AI while ensuring sensitive data never leaves the local infrastructure.

The tutorial outlines the architecture and data requirements needed to build a private ChatGPT-like assistant, focusing on semantic understanding and data control.

Topics Include:

  • Overview of LLMs and transformer models
  • The attention mechanism and its role in language processing
  • Methods of adapting LLMs to specific domains and datasets
  • Fine-tuning LLMs on private data (hands-on)
  • Retrieval Augmented Generation (RAG) – theory and practical exercises
  • Advanced RAG enhancement techniques (hands-on)

About the Instructors:

Dr. Krzysztof Nawrocki is a particle physicist at the National Centre for Nuclear Research (NCBJ) with broad experience in big data, grid computing, astronomy, and machine learning. He specializes in text data analysis, particularly in medical applications, and is actively involved in the EuroCC project, supporting secure and scalable AI solutions using the Athena HPC cluster.

 

Dr. Rafał Możdżonek is a nuclear physicist by training, has been working for many years on data analysis, machine learning, and now on LLMs, writing applications for scientific use at the National Centre for Nuclear Research.

 

(updated on: 12 September 2025)