VECMAtk: A Scalable Verification, Validation and Uncertainty Quantification Toolkit for Scientific Simulations

Autor: Groen, D., Arabnejad, H., Jancauskas, V., Edeling, W. N., Jansson, F., Richardson, R. A., Lakhlili, J., Veen, L., Bosak, B., Kopta, P., 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.

We present the VECMA toolkit (VECMAtk), a flexible software environment for single and multiscale simulations that introduces directly applicable and reusable procedures for verification, validation (V&V), sensitivity analysis (SA) and uncertainty qu

Externí odkaz: http://arxiv.org/abs/2010.03923

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Introducing VECMAtk - Verification, Validation and Uncertainty Quantification for Multiscale and HPC Simulations

Autor: Groen, D., Richardson, R.A., Wright, D.W., Jancauskas, V., Sinclair, R., Karlshoefer, P., Vassaux, M., Arabnejad, H., Piontek, T., Kopta, P., Bosak, B., Lakhlili, J., Hoenen, O., Suleimenova, D., Edeling, W., Crommelin, D., Nikishova, A., Coveney, P.V., Rodrigues, J.M.F., Cardoso, P.J.S., Monteiro, J., Lam, R., Krzhizhanovskaya, V.V., Lees, M.H., Dongarra, J.J., Sloot, P.M.A.

Publikováno v: Computational Science – ICCS 2019
Computational Science – ICCS 2019, 11539, Springer International Publishing, pp.479-492, 2019, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-22747-0_36⟩
Lecture Notes in Computer Science
Lecture Notes in Computer Science-Computational Science – ICCS 2019
Lecture Notes in Computer Science ISBN: 9783030227463
ICCS (4)
Computational Science – ICCS 2019: 19th International Conference Faro, Portugal, June 12-14, 2019 Proceedings, IV, 479-492
Computational Science – ICCS 2019-19th International Conference, Faro, Portugal, June 12–14, 2019, Proceedings, Part IV

Multiscale simulations are an essential computational method in a range of research disciplines, and provide unprecedented levels of scientific insight at a tractable cost in terms of effort and compute resources. To provide this, we need such simula

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::acc0fbc440b5c47a3488669c77168fbe
https://bura.brunel.ac.uk/handle/2438/18711