Malgorzata J. Zimon

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Super Resolution

Adaptive Regularization

High Resolution Images

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Benjamin M. Kent, Catherine E. Powell, David J. Silvester, Malgorzata J. Zimon
Efficient Adaptive Stochastic Collocation Strategies for Advection-Diffusion Problems with Uncertain Inputs. J. Sci. Comput. 96 (3) (2023)
Mykhaylo Zayats, Malgorzata J. Zimon, Kyongmin Yeo, Sergiy Zhuk
Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks. CoRR (2022)
Robert Sawko, Malgorzata J. Zimon
Effective Generation of Compressed Stationary Gaussian Fields. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Benjamin M. Kent, Catherine E. Powell, David J. Silvester, Malgorzata J. Zimon
Efficient Adaptive Stochastic Collocation Strategies for Advection-Diffusion Problems with Uncertain Inputs. CoRR (2022)
Mykhaylo Zayats, Malgorzata J. Zimon, Kyongmin Yeo, Sergiy Zhuk
Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks. CDC (2022)
Malgorzata J. Zimon, Samuel Antão, Robert Sawko, Alex Skillen, Vadim V. Elisseev
Enabling UQ for Complex Modelling Workflows. ICCS (5) (2019)
Malgorzata J. Zimon, Vadim V. Elisseev, Robert Sawko, Samuel Antão, Kirk E. Jordan
Uncertainty quantification-as-a-service. CASCON (2018)