Updated on 28 September 2026
Modelling & AI-in-science partner for MSCA DN 2026 — hydrogen processes, reactive particles, reactor digital twins
About
TU/e (Eindhoven, NL) offers to join an MSCA Doctoral Network 2026 consortium as a beneficiary hosting one doctoral candidate, or as an associated partner offering secondments and training.
We offer:
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Particle-resolved GPU simulation of multiphase reactive flow (open-source peclet suite; demonstrated at 1.8 billion cells on 32 H100 GPUs)
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Fast reduced-order reactor models for design and control (open-source pymrm)
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AI-enhanced closures and surrogate models linking the two scales
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Verification-gated, AI-assisted model development, which makes a network eligible for the RAISE "AI in Science" opt-in (dedicated €30M)
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Doctoral training in scientific computing, HPC and open-source research software
We look for: consortia in hydrogen metallurgy, iron/metal fuels, electrified or hydrogen-based process technology, particle and powder processing, or AI for science in chemical/process engineering, that need a modelling and simulation partner.
Field
- CHE - Chemistry
- ENG - Information Science and Engineering
- MAT - Mathematics
- PHY - Physics
- POSTDOCTORAL FELLOWSHIPS: Hosting Postdoctoral Candidates / Secondments / Placements
- DOCTORAL NETWORKS: Hosting Doctoral Candidates / Secondments / Trainings
Organisation
Similar opportunities
Expertise
Doctoral training in mechanistic and data-driven design of selective membrane systems
- PHY - Physics
- CHE - Chemistry
- MAT - Mathematics
- ENV - Environment and Geosciences
- STAFF EXCHANGES: Beneficiary / Associated Partner
- DOCTORAL NETWORKS: Hosting Doctoral Candidates / Secondments / Trainings
- POSTDOCTORAL FELLOWSHIPS: Hosting Postdoctoral Candidates / Secondments / Placements
Zakhar Maletskyi
Associate Professor - Membrane Science & Technology at Norwegian University of Life Sciences (NMBU)
Ås, Norway
Expertise
AI & Data Science Expertise for MSCA Doctoral Networks 2026
- DOCTORAL NETWORKS: Hosting Doctoral Candidates / Secondments / Trainings
Inzamam Mashood Nasir
Associate Professor at Mykolas Romeris University
Vilnius, Lithuania
Expertise
Metallic materials / Surface topography
- PHY - Physics
- MSCA and CITIZENS
- COFUND: Implementing Partners / Associated Partners
- DOCTORAL NETWORKS: Hosting Doctoral Candidates / Secondments / Trainings
- POSTDOCTORAL FELLOWSHIPS: Hosting Postdoctoral Candidates / Secondments / Placements
Julie Marteau
Assistant professor at Université de Technologie de Compiègne
Compiègne, France