Malgorzata J. Zimon

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning Temporally Consistent Turbulence Between Sparse Snapshots via Diffusion Models.
CoRR
Mohammed Sardar, Malgorzata J. Zimon, Samuel Draycott, Alistair Revell, Alex Skillen
2025 J jnl
Surrogate-based quantification of policy uncertainty in generative flow networks.
CoRR
Ramón Dineth Nartallo-Kaluarachchi, Robert Manson-Sawko, Shashanka Ubaru, Dongsung Huh, Malgorzata J. Zimon, Lior Horesh, Yoshua Bengio
2023 J jnl
Efficient Adaptive Stochastic Collocation Strategies for Advection-Diffusion Problems with Uncertain Inputs.
J. Sci. Comput.
Benjamin M. Kent, Catherine E. Powell, David J. Silvester, Malgorzata J. Zimon
2022 J jnl
Effective Generation of Compressed Stationary Gaussian Fields.
SIAM/ASA J. Uncertain. Quantification
Robert Sawko, Malgorzata J. Zimon
2022 J jnl
Efficient Adaptive Stochastic Collocation Strategies for Advection-Diffusion Problems with Uncertain Inputs.
CoRR
Benjamin M. Kent, Catherine E. Powell, David J. Silvester, Malgorzata J. Zimon
2022 — conf
Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks.
CDC
Mykhaylo Zayats, Malgorzata J. Zimon, Kyongmin Yeo, Sergiy Zhuk
2022 J jnl
Super Resolution for Turbulent Flows in 2D: Stabilized Physics Informed Neural Networks.
CoRR
Mykhaylo Zayats, Malgorzata J. Zimon, Kyongmin Yeo, Sergiy Zhuk
2019 — conf
Enabling UQ for Complex Modelling Workflows.
ICCS (5)
Malgorzata J. Zimon, Samuel Antão, Robert Sawko, Alex Skillen, Vadim V. Elisseev
2018 — conf
Uncertainty quantification-as-a-service.
CASCON
Malgorzata J. Zimon, Vadim V. Elisseev, Robert Sawko, Samuel Antão, Kirk E. Jordan
2016 J jnl
A novel coupling of noise reduction algorithms for particle flow simulations.
J. Comput. Phys.
Malgorzata J. Zimon, Jason M. Reese, D. R. Emerson
2016 J jnl
An evaluation of noise reduction algorithms for particle-based fluid simulations in multi-scale applications.
J. Comput. Phys.
Malgorzata J. Zimon, Robert Prosser, D. R. Emerson, Matthew K. Borg, D. J. Bray, Leopold Grinberg, Jason M. Reese