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Frank Peters

Associate Professor

Eindhoven University of Technology

Eindhoven, Netherlands

Organisation from Academic Sector

Computational chemical engineering at TU/e: GPU-accelerated particle-resolved simulation, fast reactor models, and AI-assisted verified model building, seeking to join an MSCA Doctoral Network 2026, incl. the RAISE "AI in Science" opt-in.

My organisation

At Eindhoven University of Technology, we are dedicated to fostering innovation and advancing knowledge in engineering and technology. Our vibrant community of students, researchers, and industry partners collaborates on cutting-edge projects that address real-world challenges. We take pride in our multidisciplinary approach, which encourages creativity and interdisciplinary research. Together, we are shaping the future by developing sustainable solutions and inspiring the next generation of engineers and technologists.
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About me

Associate Professor of Computational Chemical Engineering at Eindhoven University of Technology (NL). My group builds open-source simulation software that bridges detailed multiscale simulation and fast reduced-order models for the design, optimisation and digital twins of chemical processes: the peclet suite (GPU/MPI multiphase CFD, CFD-DEM, pore-network modelling) and pymrm (multiphase reactor modelling). See https://github.com/computational-chemical-engineering. Application areas: reacting particles with evolving morphology (hydrogen direct reduction, iron-powder regeneration), fluidised and packed beds, hydrogen and electrified process technology. Current thrust: AI-enhanced closures and verification-gated, AI-assisted development of scientific models.

Social media

Skills

  • Computational Fluid Dynamics (CFD)
  • Multiphase Flow
  • Particle-Resolved Simulation
  • CFD-DEM
  • Reactor Modelling
  • Reduced-Order Modelling
  • Pore-Network Modelling
  • Digital Twins
  • Scientific Machine Learning
  • AI-Assisted Software Development
  • High-Performance Computing (HPC)
  • GPU Computing
  • Numerical Methods
  • Open-Source Research Software
  • Doctoral Supervision

Interests

  • Hydrogen Technologies
  • Chemical Engineering
  • Hydrogen Direct Reduction
  • Green Steel
  • Metal Fuels
  • Electrification of Chemical Processes
  • Process Intensification
  • Fluidised and Packed Beds
  • Powder and Particle Technology
  • Energy Transition
  • Circular Economy
  • AI in Science
  • Process Design and Optimisation
  • MSCA Doctoral Networks

Marketplace (1)

  • Expertise

    Modelling & AI-in-science partner for MSCA DN 2026 — hydrogen processes, reactive particles, reactor digital twins

    TU/e (NL) offers to join an MSCA DN 2026 as modelling partner: GPU particle-resolved simulation, fast reactor models and AI-assisted verified model building for hydrogen processes, reactive particles and reactor digital twins. RAISE AI-in-Science ready.

    • PHY - Physics
    • CHE - Chemistry
    • MAT - Mathematics
    • ENG - Information Science and Engineering
    • DOCTORAL NETWORKS: Hosting Doctoral Candidates / Secondments / Trainings
    • POSTDOCTORAL FELLOWSHIPS: Hosting Postdoctoral Candidates / Secondments / Placements
    Author

    Frank Peters

    Associate Professor at Eindhoven University of Technology

    Eindhoven, Netherlands