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Tag: AI

AI & Material Science – 25-26 September 2025 (Ljubljana, Slovenia)

We are pleased to invite you to submit an abstract to the AI for Materials track, taking place in Ljubljana from September 25 to 26, 2025. The event is co-organized by the “European Materials Informatics Network” and the “Data-driven Applications towards the Engineering of functional Materials: an Open Network”, under the auspices of the European Cooperation in Science and Technology funding organisation.

Our event aims to bring together scientists, innovators, start-ups, and industry leaders to explore the state of the art and latest breakthroughs in artificial intelligence for materials discovery. Discussions will focus on identifying current limitations, overcoming bottlenecks, and fostering an open, synergic ecosystem for AI-driven materials research in Europe – where academia, large enterprises, start-ups, and scale-ups thrive together.

The EUMINE COST Action CA22143 and DAEMON COST Action CA22154 act as a co-organizer of the event. COST (European Cooperation in Science and Technology) is a funding agency for research and innovation networks. Our Actions help connect research initiatives across Europe and enable scientists to grow their ideas by sharing them with their peers. This boosts their research, career and innovation.


📝 Important dates

  • 15. 7. 2025 – Paper/abstract submission deadline
  • 21. 7. 2025 – Notification of acceptance
  • 25. 7. 2025 – Camera-ready version and Author registration deadline

👉 Submission link


Conference Topics:

  • Materials discovery: automated computational and experimental workflows
  • Materials modeling: fast and accurate simulations
  • Retrosynthesis discovery: LLMs and agentic-AI
  • Process-Structure-Property relationship discovery
  • Materials informatics: from material discovery to market

Submission Guidelines
Abstracts must be submitted using the Springer LNCS template. Both LaTeX and Word versions are available.
Abstracts will be included in the conference proceedings
Length: 1–2 pages (including references), formatted in LNCS style.
All submissions should include: Title, Authors, Affiliations, Keywords, Main text, and References.
Title: Concise and informative.
Authors and Affiliations: Full names and institutional affiliations.
Keywords: 3–5 relevant terms (e.g., deep learning, materials discovery)

Main Text:

  • Intro/Motivation: Brief context on the materials challenge.
  • Method: Brief description of the AI technique(s) adopted.
  • Results: Key findings or objectives, ideall with one figureConclusion/Future Work: Final remarks or outlook.

Program Chairs

  • Francesco Mercuri (CNR Bologna)
  • Kevin Rossi (TU Delft)

For more information visit the conference website

Driving Materials Innovation with Cutting-Edge Digital Platforms, Tools, and Algorithms – 19-20 June 2025 (Athens, Greece)

This training school aims to equip scientists with the skills to utilize software tools (Isalos Analytics Platform, Asclepios KNIME nodes) and platforms (Enalos Cloud Platform, Eos Cloud Platform) for integrating design of experiments, machine learning, and multiscale simulations in the development of advanced materials and drug discovery.

🔍 Key Scientific Topics

  • Design of Experiments for Materials R&D
  • Machine Learning Applications in Materials and Drug Discovery
  • Multiscale Simulations: Atomistic to Continuum
  • Digital Platforms for Data Analytics and Modeling:
    • Isalos Analytics Platform
    • Asclepios KNIME Nodes
    • Enalos Cloud Platform
    • Eos Cloud Platform

📝 Registration & Abstract Submission

Application

Financial Support

The EuMINe COST Action is pleased to offer reimbursement for up to 14 participants, covering travel expenses and daily allowances. Participants will be selected based on:

  • Gender and age balance
  • Geographic inclusivity, with preference for Inclusiveness Target Countries (ITCs) and Near Neighbour Countries (NNCs)
  • Interest in the school by submitting a motivation letter

📅 Important Dates

  • Notification of Acceptance: 10 June 2025

📅 Preliminary Programme

Day 1 – 19 June 2025

10:00 – 10:30
Registration & Networking

10:30 – 11:15
Accelerating Materials Informatics using Isalos Analytics Platform
[https://isalos.novamechanics.com/]
Speaker: Andreas Tsoumanis

11:15 – 11:30
Coffee Break

11:30 – 13:30
Hands-on Session on Isalos Analytics Platform – Part I
Speakers: Antreas Afantitis, Dimitra Danai Varsou, Dimitrios Mintis, Andreas Tsoumanis

13:30 – 14:30
Break

14:30 – 15:15
Multiscale Hierarchical Modeling Frameworks for Complex Chemical Systems & Computational Methods for Penetrant Sorption and Diffusion
Speaker: Niki Vergadou

15:15 – 15:30
Coffee Break

15:30 – 16:15
Enhancing Drug Discovery with Asclepios KNIME Nodes
Speaker: Kostantinos Papavasileiou

16:15 – 16:30
Coffee Break

16:30 – 17:30
EosCloud: A Platform for Sustainable and Safe Chemical Innovation
Speaker: Anastasios Papadiamantis


Day 2 – 20 June 2025

10:00 – 10:30
Registration & Networking

10:30 – 11:45
Hands-on Session on Isalos Analytics Platform – Part II
Speakers: Dimitra Danai Varsou, Dimitrios Mintis, Andreas Tsoumanis

11:45 – 12:00
Coffee Break

12:00 – 12:30
Monte Carlo methods: Macroscopic material properties from chemical constitution
Speaker: Prof. George Boulougouris

12:30 – 13:30
AI-supported Materials Failure Management
Speaker: Nikolaos E. Melanitis

13:30 – 14:30
Lunch Break

14:30 – 15:15
Materials Informatics Powered by Enalos Cloud Platform Tools
Speaker: Panagiotis Kolokathis

15:15 – 15:30
Coffee Break

15:30 – 16:15
Advances in Methodologies and Algorithms for Atomistic and Coarse-Grained Simulations
Speaker: Gregory Megariotis

16:15 – 16:30
Coffee Break

16:30 – 17:30
Innovative Materials Modeling: Correlative Microstructure Prediction and Ab-initio Chemical Accuracy
Speakers: Theodoros Tsatsoulis, C.A. Charitidis


👨‍🏫 Lecturers and Trainers

  • Dr. Antreas Afantitis (NovaMechanics Ltd, Cyprus)
  • Prof. Costas Charitidis (NTUA, Greece)
  • Prof. Nikolaos E. Melanitis (Hellenic Naval Academy, Greece)
  • Dr. Niki Vergadou (NCSR Demokritos, Greece)
  • Dr. Grigorios Megariotis (NTUA, Greece)
  • Dr. Dimitra Danai Varsou (NovaMechanics MIKE, Greece)
  • Dr. Dimitrios Mintis (NovaMechanics Ltd, Cyprus)
  • Dr. Konstantinos Papavasileiou (NovaMechanics MIKE, Greece)
  • Dr. Anastasios Papadiamantis (Entelos Institute, Cyprus)
  • Dr. Panagiotis Kolokathis (NovaMechanics MIKE, Greece)
  • Dr. Andreas Tsoumanis (NovaMechanics Ltd, Cyprus)
  • Mrs. Maria Modestou (NTUA, Greece)
  • Mr. Savvas Orfanidis (NTUA, Greece)
  • Prof. George Boulougouris (DUTH, Greece)

🏨 Venue & Accommodation

Hotel Alex, Castella, Piraeus (https://santikoscollection.com/hotels/the-alex)


📋 Committees

Organizers:

  • Dr. Antreas Afantitis (NovaMechanics Ltd, Cyprus)
  • Dr. Panagiotis Kolokathis (NovaMechanics MIKE, Greece)
  • Dr. Francesco Mercuri (CNR, Italy)
  • Dr. Andrea Lorenzoni (CNR, Italy)

Selection Committee:

  • Dr. Antreas Afantitis (NovaMechanics Ltd, Cyprus)
  • Dr. Konstantinos Papavasileiou (NovaMechanics MIKE, Greece)
  • Dr. Panagiotis Kolokathis (NovaMechanics MIKE, Greece)

Local Organization & Management:

  • Dr. Antreas Afantitis (NovaMechanics Ltd, Cyprus)
  • Dr. Panagiotis Kolokathis (NovaMechanics MIKE, Greece)

✉️ Contact

For questions or information, please reach out to: info@novamechanics.com