headshot_j_dark (1) - James Dark
James Dark
Postdoctoral Associate
Biography

James Dark is a Postdoctoral Associate at the MIT Plasma Science and Fusion Center, working on how tritium moves through fusion systems. Tritium is scarce, radioactive, and highly mobile in metals, so predicting where it diffuses, becomes trapped, and permeates is central to demonstrating fuel self-sufficiency and to licensing future devices.

His work spans simulation and experiment. He is a core developer and maintainer of FESTIM, an open-source finite element framework for hydrogen isotope transport, and led its v2.0 release. He is part of the LIBRA team, developing tritium transport and accountancy models for molten salt breeding blankets, and manages SHIELD, a gas-driven permeation rig for measuring hydrogen transport in structural alloys and testing barrier coatings.

He holds a PhD from Sorbonne Université, completed at CEA Cadarache, and is an active advocate for open, reproducible scientific software in fusion research.

Education
  • PhD, Materials Science, Sorbonne Université, 2024
  • MPhil, Nuclear Energy, University of Cambridge, 2020
  • BEng, Mechanical Engineering, Coventry University, 2019
Awards
  • Top Presentation by a Postdoc, FEniCS 2026 Conference, 2026
  • Most Popular Talk Award, 2nd Spanish Fusion HPC Workshop, 2021

Tritium transport and fuel cycle modelling; hydrogen isotope diffusion, trapping, and permeation in metals; finite element methods and multiphysics coupling; molten salt breeding blankets and tritium accountancy; permeation barrier coatings; open-source scientific software.

  • Journal articles
  • 1. J. Dark, R. Delaporte-Mathurin, J. S. Dokken, H. Yang, C. Khurana, et al. "FESTIM v2.0: `Upgraded framework for multi-species hydrogen transport and enhanced performance." International Journal of Hydrogen Energy, 2026. doi:10.1016/j.ijhydene.2026.153987
  • 2. E. A. Hodille, J. Dark, R. Delaporte-Mathurin, C. Grisolia, Y. Charles, et al. "Tritium retention in the ITER/DEMO actively cooled tungsten monoblock in the presence of neutron-induced defects." International Journal of Hydrogen Energy, 2026. doi:10.1016/j.ijhydene.2025.153245
  • 3. X. Shen, Y.-P. Xu, X.-C. Li, R. Delaporte-Mathurin, J. Dark, et al. "Modeling hydrogen isotope transport behavior in the first wall: role of the bonding region in W-RAFM steel with an improved evaluation of transport coefficients." Nuclear Fusion, 2026. doi:10.1088/1741-4326/ae4110
  • 4. R. Delaporte-Mathurin, J. Dark, G. Ferrero, E. A. Hodille, V. Kulagin, et al. "FESTIM: An open-source code for hydrogen transport simulations." International Journal of Hydrogen Energy, 2024. doi:10.1016/j.ijhydene.2024.03.184
  • 5. J. Dark, R. Delaporte-Mathurin, T. Schwarz-Selinger, E. A. Hodille, J. Mougenot, et al. "Modelling neutron damage effects on tritium transport in tungsten." Nuclear Fusion, 2024. doi:10.1088/1741-4326/ad56a0
  • 6. R. Delaporte-Mathurin, H. Yang, J. Denis, J. Dark, E. A. Hodille, et al. "Fuel retention in WEST and ITER divertors based on FESTIM monoblock simulations." Nuclear Fusion, 2021. doi:10.1088/1741-4326/ac2bbd
  • 7. J. Dark, R. Delaporte-Mathurin, Y. Charles, E. A. Hodille, C. Grisolia, et al. "Influence of hydrogen trapping on WCLL breeding blanket performances." Nuclear Fusion, 2021. doi:10.1088/1741-4326/ac28b0
  • 8. Kuganathan, N., Dark, J., Sgourou, E., Panayiotatos, Y., & Chroneos, A. (2019). Atomistic simulations of the defect chemistry and self-diffusion of Li-ion in LiAlO₂. Energies, 12(15), 2895. doi:10.3390/en12152895
  • Preprints
  • 9. K. Dunnell, J. Dark, C. M. Weaver, R. Delaporte-Mathurin, et al. "Coupled CFD and Tritium Transport Modeling of a Permeator Probe for Tritium Concentration in Liquids." Zenodo, 2026. doi:10.5281/zenodo.19596859
  • 10. H. Yang, A. Saraswat, W. Zhou, K. Woller, J. Dark, et al. "Quantifying Multidimensional Transport Effects on Permeability Inference in FLiBe Systems Using a Validation-Informed Modeling Framework." arXiv, 2026. doi:10.48550/arXiv.2605.12750
  • 11. R. Delaporte-Mathurin, R. MacDonald, J. Dark, M. Rother, T. Zulfiqar, et al. "Physics-informed tritium fuel cycle modelling workflow for fusion reactors." arXiv, 2026. doi:10.48550/arXiv.2603.25751
  • Thesis
  • 12. J. Dark. "Multiphysics tritium transport simulations of the WCLL breeding blanket for DEMO." PhD thesis, Sorbonne Université, 2024.
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