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Project

Simulation-Powered Computational Linguistics for Materials Foundation Models

Horizon Europe · SimuLingua

Programme
Horizon Europe
Funding scope
EU
Grant ID
101295295
Role
Coordinator · Work package lead
Status
active
Dates
2026-06-01
CORDIS
Open CORDIS
Project site
Open project site

Funded by the European Union

Funded by the European Union and managed by HaDEA (European Health and Digital Executive Agency) under Grant Agreement No. 101295295 (HORIZON-CL4-INDUSTRY-2025-01-DIGITAL-61 - GenAI4EU). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the granting authority. Neither the European Union nor the granting authority can be held responsible for them.

Project introduction

SimuLingua develops an open-source scientific AI foundation model for materials science, coupled to a DFT–CALPHAD–phase-field–CFD–thermo-mechanical simulation chain, surrogate models, reduced-order models and multi-objective materials optimisation, with an online platform and APIs to the foundation model and simulation engines.

Flowphys contribution

Coordination. Open-source scientific AI foundation model for materials science; phase-field, CFD and thermo-mechanical stages of a DFT to CALPHAD to phase-field to CFD to thermo-mechanical simulation chain; PINN and operator-learning surrogates; POD-based ROMs; multi-objective Pareto optimisation for materials; a separate online platform; uncertainty quantification; API to the foundation model and simulation engines.

Related expertise

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