Publications and communications of Louis Denis

Denis, L., Dular, J., Nuttens, V., Wozniak, M., Vanderheyden, B., & Geuzaine, C. (23 September 2025). Acceleration of Multi-Scale LTS Magnet Simulations with Neural Network Surrogate Models [Paper presentation]. 17th European Conference on Applied Superconductivity - EUCAS 2025, Porto, Portugal.

Denis, L., Vanderheyden, B., & Geuzaine, C. (22 September 2025). Reformulating the Simultaneous Multi-Scale Method with the H-Phi Thin-Shell Model for Efficient Stacked HTS Coil Simulations [Poster presentation]. 17th European Conference on Applied Superconductivity, Pays, Portugal.

Denis, L., Dular, J., Nuttens, V., Wozniak, M., Vanderheyden, B., & Geuzaine, C. (18 September 2025). Acceleration of Multi-Scale Finite-Element Superconducting Magnet Simulations with Neural Network Surrogate Models [Paper presentation]. 9th International Conference on Advanced COmputational Methods in ENgineering and Applied Mathematics (ACOMEN2025), Gand, Belgium.

Purnode, F., Denis, L., Henrotte, F., Louppe, G., & Geuzaine, C. (18 September 2025). Accounting for Hysteresis and Eddy Currents in FEM Simulations of Ferromagnetic Laminated Cores using a Recurrent Neural Network [Paper presentation]. ACOMEN 2025, Gand, Belgium.

Purnode, F., Denis, L., Henrotte, F., Louppe, G., & Geuzaine, C. (24 June 2025). Neural-Network-based Homogenized Model for Ferromagnetic Laminated Cores [Poster presentation]. COMPUMAG 2025, Naples, Italy.

Denis, L., Nuttens, V., Vanderheyden, B., & Geuzaine, C. (March 2025). AC Loss Computation in Large-Scale Low-Temperature Superconducting Magnets: Multi-Scale and Semi-Analytical Procedures. IEEE Transactions on Applied Superconductivity, 35 (2), 1-19. doi:10.1109/TASC.2024.3508270

Denis, L., Paakkunainen, E., Rasilo, P., Schops, S., Vanderheyden, B., & Geuzaine, C. (2025). Magnetic Field Conforming Formulations for Foil Windings. IEEE Transactions on Magnetics, 61 (8), 1-7. doi:10.1109/TMAG.2025.3584111

Denis, L., Vanderheyden, B., & Geuzaine, C. (2025). Homogenization Strategies for Modeling Stacks of Insulated HTS Coils with the H-Phi Formulation [Paper presentation]. 17th European Conference on Applied Superconductivity.

Paakkunainen, E., Denis, L., Geuzaine, C., Rasilo, P., & Schops, S. (2025). Foil Conductor Model for Efficient Simulation of HTS Coils in Large Scale Applications. IEEE Transactions on Applied Superconductivity, 35 (5), 1-5. doi:10.1109/TASC.2024.3517573

Purnode, F., Denis, L., Henrotte, F., Louppe, G., & Geuzaine, C. (2025). Neural-Network-based Homogenized Model for Ferromagnetic Laminated Cores [Paper presentation]. COMPUMAG 2025, Naples, Italy.

Purnode, F., Denis, L., Henrotte, F., Louppe, G., & Geuzaine, C. (2025). Accounting for Hysteresis and Eddy Currents in FEM Simulations of Ferromagnetic Laminated Cores using a Recurrent Neural Network [Paper presentation]. ACOMEN 2025, Gand, Belgium.

Dadhich, A., Grilli, F., Denis, L., Vanderheyden, B., Geuzaine, C., Trillaud, F., Sotnikov, D., Salmi, T., Hajiri, G., Berger, K., Benkel, T., dos Santos, G., Santos, B. M. O., Martins, F. G. R., Hussain, A., & Pardo, E. (05 November 2024). Electromagnetic-thermal modeling of high-temperature superconducting coils with homogenized method and different formulations: a benchmark. Superconductor Science and Technology, 37 (12), 125006. doi:10.1088/1361-6668/ad8315

Denis, L., Pardo, E., Dadhich, A., Trillaud, F., Vanderheyden, B., & Geuzaine, C. (11 June 2024). Numerical Considerations for Coupled Magneto-thermal FE Models of HTS Tapes [Paper presentation]. 9th International Workshop on Numerical Modelling of High Temperature Superconductors - HTS 2024, Bad Zurzach, Switzerland.

Denis, L., Nuttens, V., Velten, P., Vanderheyden, B., & Geuzaine, C. (05 March 2024). A multi-scale approach within magneto-thermal FE simulations for the computation of AC losses in superconducting magnets [Paper presentation]. Scientific Computing in Electrical Enginnering (SCEE2024) conference, Darmstadt, Germany.

Denis, L., Vanderheyden, B., Geuzaine, C., Nuttens, V., Kleeven, W., & Velten, P. (11 May 2023). Finite element study of AC losses in the superconducting coil of the NHa C400 cyclotron [Poster presentation]. 14th International Particle Accelerator Conference, Venice, Italy. doi:10.18429/JACoW-IPAC2023-THPM095