Contributions
During EMMC 2025 you will have the opportunity to network and discuss with your peers.
Use the possibility of a poster contribution by presenting scientific results, your organisation or European projects.
Flash talk (3-5 minutes)
The applications for flash talks have been evaluated, confirmed and will be shown in the program.
Prizes for best scientific posters will be awarded.
All accepted abstracts will be published within the EMMC 2025 Proceedings on Zenodo.
Adoption in Industrial Ecosystems
Deep Transformers for Analysing Industrial Steelmaking Data
D-STANDART: Upgrading Materials Characterization for Composite Structures
CuspAI: AI-Driven Material Science
Driving Digital Transformation in Advanced Materials: The DiMAT Project’s Open Innovation Approach
Advancements in Materials Modelling
Active Learning of Physics Aware Potentials for Nanostructured Systems: Application in Gas Sensing
Benchmarking Adsorption Energetics and Reaction Mechanisms: Insights in Water–Carbon and H–Si Interfaces
Development and Application of an FMO-based Non-Empirical Scheme for χ Parameter Evaluation
Fatigue Benchmark Repository – FABER (CA23109)
Graph Neural Network-Based Surrogate Model of Hot Stamping Finite Element Simulations
Hybrid Modeling of Mixed Perovskite Oxides with Gaussian Process Regression: Overcoming Data Scarcity
Li ion diffusion in solid electrolyte analyzed using deep generative models
Modelling of hydrogen-induced ductility loss in titanium-based hydrogen storage
Mesoscopic Water Model Polarisation: Knowledge in extending apolar CG water models to meet the needs for simulations of highly ionic electrolyte solutions in Redox Flow Batteries
Integration of Modelling and Characterisation
Austrian Centre for Electron Microscopy and Nanoanalysis (FELMI-ZFE)
From OpMetBat to HyMetBat – A Metrology Study on Operando Cycling of Li-ion batteries
From 1 to 200 features in model regression – what’s the gain? Transforming materials characterization signals to structural information
Generating, sorting and standardizing microscopy data with Artificial Intelligence
MatCHMaker – Advanced Materials Characterisation and Modelling – matching the needs of the EU manufacturing industry
Modelling and Characterisation of Rough Conductive Surfaces – 5G_Foil
Multiscale Modelling of SiC Substrates – I4Bags
VULCAN: A compact neutron instrument for material stress characterization enabled by digital twin
Interoperability and Digitalisation
An actionable inventory of material data characteristics based on MSE ontologies
Explainable-AI-ready materials modelling data and metadata documentation for digital twins and the digital product passport
Initiative MaterialDigital
Leveraging Data Models for Real-Time Predictions in Material Process Digitalization
Knowledge representation of battery manufacturing supported by an integrated ontology system
Local Environment-induced Atomic Features (LEAFs)
Modular workflow components by FAIR input and output
ORCHESTER – Digital Ecosystem for Resilient and Sustainable Material Supply
Ontology for magnetic materials based on EMMO
PREMISE: Enabling seamless data exchange for future autonomous labs
VMAP Standard and ontologies enabling interoperability and digitalization in the manufacturing domain
The DAIMON Team – Advanced Modelling and AI for Sustainable Innovation
Standardization of Materials R&D Data Schema and Keywords
Software
Enhancing Data Acquisition in Manufacturing: LLMs for Effective Material Property Databases
MaMMoS-MAgneticMultiscale MOdelling Suite
Multiphysics and Multiscale Integration with AI for Polymer Process Optimization in the DiMAT EU Project
PIONEER: An open innovation platform for optimising for optimising production systems by combining product development, virtual engineering workflows and production data
Reproducible workflows with Jupyter: case study in materials simulation
Sustainability
Bridging AI and Sustainability: Advancing Safe and Sustainable by Design (SSbD) for Next-Gen Coating Materials
Jaqpot: A computational cloud platform supporting the design of safe and sustainable chemicals and materials
SiToLub – Simulation Tools for the Design of Safe and Sustainable Lubricants