An evaluation of noise reduction algorithms for particle-based fluid simulations in multi-scale applications. - Malgorzata J. Zimon; Robert Prosser; D. R. Emerson; Matthew K. Borg; D. J. Bray; Leopold Grinberg; Jason M. Reese (J. Comput. Phys., 2016)

A novel coupling of noise reduction algorithms for particle flow simulations. - Malgorzata J. Zimon; Jason M. Reese; D. R. Emerson (J. Comput. Phys., 2016)

Uncertainty quantification-as-a-service. - Malgorzata J. Zimon; Vadim V. Elisseev; Robert Sawko; Samuel Antão; Kirk E. Jordan (CASCON, 2018)

Enabling UQ for Complex Modelling Workflows. - Malgorzata J. Zimon; Samuel Antão; Robert Sawko; Alex Skillen; Vadim V. Elisseev (ICCS (5), 2019)

Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks. - Mykhaylo Zayats; Malgorzata J. Zimon; Kyongmin Yeo; Sergiy Zhuk (CDC, 2022)

Effective Generation of Compressed Stationary Gaussian Fields. - Robert Sawko; Malgorzata J. Zimon (SIAM/ASA J. Uncertain. Quantification, 2022)

Efficient Adaptive Stochastic Collocation Strategies for Advection-Diffusion Problems with Uncertain Inputs. - Benjamin M. Kent; Catherine E. Powell; David J. Silvester; Malgorzata J. Zimon (J. Sci. Comput., 2023)