Publications of J. Lakhlili

Coster, D. P.; Fischer, R.; Hoenen, O.; Lakhlili, J.; Luk, O. O.; Preuss, R.; Scott, B. D.; Toussaint, U. v.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Building a turbulence-transport workflow incorporating uncertainty quantification for predicting core profiles in a tokamak plasma. Nuclear Fusion 61, 126068 (2021)

Groen, D.; Arabnejad, H.; Jancauskas, V.; Edeling, W. N.; Jansson, F.; Richardson, R. A.; Lakhlili, J.; Veen, L.; Bosak, B.; Kopta, P. et al.; Wright, D. W.; Monnier, N.; Karlshoefer, P.; Suleimenova, D.; Sinclair, R.; Vassaux, M.; Nikishova, A.; Bieniek, M.; Luk, O. O.; Kulczewski, M.; Raffin, E.; Crommelin, D.; Hoenen, O.; Coster, D. P.; Piontek, T.; Coveney, P. V.: VECMAtk: a scalable verification, validation and uncertainty quantification toolkit for scientific simulations. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 379 (2197), 20200221 (2021)

Luk, O. O.; Lakhlili, J.; Hoenen, O.; Toussaint, U. v.; Scott, B. D.; Coster, D. P.: Towards validated multiscale simulations for fusion. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 379 (2197), 20200074 (2021)

Suleimenova, D.; Arabnejad, H.; Edeling, W. N.; Coster, D.; Luk, O. O.; Lakhlili, J.; Jancauskas, V.; Kulczewski, M.; Veen, L.; Ye, D. et al.; Zun, P.; Krzhizhanovskaya, V.; Hoekstra, A.; Crommelin, D.; Coveney, P. V.; Groen, D.: Tutorial applications for Verification, Validation and Uncertainty Quantification using VECMA toolkit. Journal of Computational Science 53, 101402 (2021)

Ye, D.; Veen, L.; Nikishova, A.; Lakhlili, J.; Edeling, W.; Luk, O. O.; Krzhizhanovskaya, V. V.; Hoekstra, A. G.: Uncertainty quantification patterns for multiscale models. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 379 (2197), 20200072 (2021)

Richardson, R. A.; Wright, D. W.; Edeling, W.; Jancauskas, V.; Lakhlili, J.; Coveney, P. V.: EasyVVUQ: A Library for Verification, Validation and Uncertainty Quantification in High Performance Computing. Journal of Open Research Software 8 (1), 11 (2020)

Wright, D. W.; Richardson, R. A.; Edeling, W.; Lakhlili, J.; Sinclair, R. C.; Jancauskas, V.; Suleimenova, D.; Bosak, B.; Kulczewski, M.; Piontek, T. et al.; Kopta, P.; Chirca, I.; Arabnejad, H.; Luk, O. O.; Hoenen, O.; Weglarz, J.; Crommelin, D.; Groen, D.; Coveney, P. V.: Building Confidence in Simulation: Applications of EasyVVUQ. Advanced Theory and Simulations 3 (8), 1900246 (2020)

Bosak, B.; Piontek, T.; Karlshoefer, P.; Raffin, E.; Lakhlili, J.; Kopta, P.: Verification, Validation and Uncertainty Quantification of Large-Scale Applications with QCG-PilotJob. In: Computational Science – ICCS 2021. ICCS 2021, pp. 495 - 501 (Eds. Paszynski, M.; Kranzlmüller, D.; Krzhizhanovskaya, V. V.; Dongarra, J. J.; Sloot, P. M.). Springer, Cham (2021)

Luk, O. O.; Lakhlili, J.; Toussaint, U. v.; Veen, L. E.; Yudin, Y.; Hoenen, O.; Scott, B. D.; Coster, D. P.: Performing Validation, Verification, and Sensitivity Analysis on Multiscale Fusion Plasma Simulations with the VECMA Toolkit. In: 47th EPS Conference on Plasma Physics, P2.1075 (Eds. Giruzzi, G.; Arnas, C.; Borba, D.; Gopla, A.; Lebedev, S. et al.). 47th EPS Conference on Plasma Physics, Virtual, June 21, 2021 - June 25, 2021. European Physical Society, Geneva (2021)

Groen, D.; Richardson, R. A.; Wright, D. W.; Jancauskas, V.; Sinclair, R.; Karlshoefer, P.; Vassaux, M.; Arabnejad, H.; Piontek, T.; Kopta, P. et al.; Bosak, B.; Lakhlili, J.; Hoenen, O.; Suleimenova, D.; Edeling, W.; Crommelin, D.; Nikishova, A.; Coveney, P. V.: Introducing VECMAtk – Verification, Validation and Uncertainty Quantification for Multiscale and HPC Simulations. In: Computational Science – ICCS 2019, pp. 479 - 492 (Eds. Rodrigues, J. M. F.; Cardoso, P. J. S.; Monteiro, J.; Lam, R.; Krzhizhanovskaya, V. V. et al.). 19th International Conference on Computational Science (ICCS 2019), Faro, June 12, 2019 - June 14, 2019. Springer Open, Cham (2020)

Lakhlili, J.; Hoenen, O.; Luk, O. O.; Coster, D. P.: Uncertainty Quantification for Multiscale Fusion Plasma Simulations with VECMA Toolkit. In: Computational Science – ICCS 2020, Vol. Part VII, pp. 719 - 730 (Eds. Krzhizhanovskaya, V.; Zavodszky, G.; Lees, M. H.; Dongarra, J. J.; Sloot, P. M. A. et al.). Springer, Cham (2020)

Bosak, B.; Kopta, P.; Karlshoefer, P.; Raffin, E.; Lakhlili, J.; Piontek, T.: Verification, Validation and Uncertainty Quantification of Large-Scale Applications with QCG-PilotJob. 21th International Conference on Computational Science (ICCS 2021), Krakow (Virtual) (2021)

Lakhlili, J.: Enabling Verification, Validation and Uncertainty Quantification in multiscale simulations: Application to fusion plasma workflows. 3rd International Conference on Data-Driven Plasma Science (ICDDPS-3), Virtual (2021)

Gaja, M.; Franck, E.; Ratnani, A.; Lakhlili, J.; Mazza, M.; Sonnendrücker, E.; Serra Capizzano, S. S.: Splitting Schemes and Compatible Spaces for Incompressible MHD. European Conference on Numerical Mathematics and Advanced Applications (ENUMATH 2107), Voss (submitted)

Lakhlili, J.; Guillard, H.; Loyer, A.; Ratnani, A.; Sonnendrücker, E.: Isogeometric approach and mesh generation for MHD. 25th International Conference on Numerical Simulation of Plasmas (ICNSP 2017), Leuven (2017)

Luk, O. O.; Lakhlili, J.; Toussaint, U. v.; Veen, L. E.; Yudin, Y.; Hoenen, O.; Scott, B. D.; Coster, D. P.: Performing Validation, Verification, and Sensitivity Analysis on Multiscale Fusion Plasma Simulations with the VECMA Toolkit. 47th EPS Conference on Plasma Physics, Virtual (2021)

Yudin, Y.; Lakhlili, J.; Luk, O.; Toussaint, U. v.; Coster, D.: Gaussian Process Surrogate Models for Uncertainty Quantification in Multiscale Turbulent Transport Simulations. DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual (submitted)

Coster, D.; Fischer, R.; Hoenen, O.; Lakhlili, J.; Luk, O.; Preuss, R.; Scott, B.; Toussaint, U. v.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Building a Turbulence-transport Workflow Incorporating Uncertainty Quantification for Predicting Core Profiles in a Tokamak Plasma. 28th IAEA Fusion Energy Conference (FEC 2020), Virtual (submitted)

Gaja, M.; Ratnani, A.; Franck, E.; Mazza, M.; Lakhlili, J.; Sonnendrücker, E.: Optimal and Robust Multigrid Solver for Elliptic Problems with Application to Anisotropic Diffusion. DPG-Frühjahrstagung der Sektion Materie und Kosmos (SMuK), Bremen (submitted)