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Uncertainties in simulating flooding during Hurricane Harvey using 2D shallow water equations
Flooding is one of the most impactful weather‐related natural hazards. Numerical models
that solve the two dimensional (2D) shallow water equations (SWE) represent the first …
that solve the two dimensional (2D) shallow water equations (SWE) represent the first …
[HTML][HTML] Applying fuzzy inference and machine learning methods for prediction with a small dataset: A case study for predicting the consequences of oil spills on a …
A Burmakova, D Kalibatienė - Applied Sciences, 2022 - mdpi.com
Applying machine learning (ML) and fuzzy inference systems (FIS) requires large datasets to
obtain more accurate predictions. However, in the cases of oil spills on ground …
obtain more accurate predictions. However, in the cases of oil spills on ground …
A bridge between invariant dynamical structures and uncertainty quantification
We develop a new quantifier for forward time uncertainty for trajectories that are solutions of
models generated from data sets. Our uncertainty quantifier is defined on the phase space in …
models generated from data sets. Our uncertainty quantifier is defined on the phase space in …
Simulation of compound flooding using river‐ocean two‐way coupled E3SM ensemble on variable‐resolution meshes
Coastal zone compound flooding (CF) can be caused by the interactive fluvial and oceanic
processes, particularly when coastal backwater propagates upstream and interacts with high …
processes, particularly when coastal backwater propagates upstream and interacts with high …
[HTML][HTML] Numerical study on the influence of model uncertainties on the transport of underwater spilled oil
D Wang, Z Luo, L Mu - … Journal of Environmental Research and Public …, 2022 - mdpi.com
Oil pollution influences marine biology, ecology, and regional sustainable development
capacity, but model uncertainties limit the ability of the numerical model to accurately predict …
capacity, but model uncertainties limit the ability of the numerical model to accurately predict …
Fuzzy Model for Predicting Contamination of the Geological Environment During an Accidental Oil Spill
D Kalibatiene, A Burmakova - International Journal of Fuzzy Systems, 2022 - Springer
Oil spills on the ground cause significant damage to the geological environment, including
groundwater, contaminating it and making it uninhabitable. Therefore, it is necessary to …
groundwater, contaminating it and making it uninhabitable. Therefore, it is necessary to …
The oil spill transport across the shelf-estuary interface
Oil spills caused by ship collisions and offshore oil wells are an ongoing risk for estuaries in
the northern Gulf of Mexico. The fate and transport of the oil spill across the interface …
the northern Gulf of Mexico. The fate and transport of the oil spill across the interface …
A stochastic collocation approach for parabolic PDEs with random domain deformations
JE Castrillón-Candás, J Xu - Computers & Mathematics with Applications, 2021 - Elsevier
In this article we analyze the linear parabolic partial differential equation with a stochastic
domain deformation. In particular, we concentrate on the problem of numerically …
domain deformation. In particular, we concentrate on the problem of numerically …
An ANFIS-based model to predict the oil spill consequences on the ground
A Burmakova, D Kalibatiene - 2021 IEEE Open Conference of …, 2021 - ieeexplore.ieee.org
Considering the randomness and complexity of oil spill accidents on the ground, the oil spill
volume, the spilled oil density, the spreading coefficient of oil product on the surface layer …
volume, the spilled oil density, the spreading coefficient of oil product on the surface layer …
[PDF][PDF] On Knowledge-Based Forecasting Approach for Predicting the Effects of Oil Spills on the Ground
D Kalibatiene, A Burmakova, V Smelov - Digit. Transform, 2020 - dt.bsuir.by
The oil industry carries enormous environmental risks and can cause consequences at
different levels: water, air, soil, and, therefore, all living things on our planet. In this regard …
different levels: water, air, soil, and, therefore, all living things on our planet. In this regard …