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Skilful Precipitation Nowcasting Using NowcastNet
Designing early warning system for precipitation requires accurate short-term forecasting system.
Precipitation Nowcasting With Spatial And Temporal Transfer Learning Using Swin-UNETR
Climate change has led to an increase in frequency of extreme weather events.
Multi-stage, multi-swarm PSO for joint optimization of well placement and control
Multiple swarm strategy ensures that diversity is retained within the population and multiple modes are explored.
Hybrid Evolutionary Optimization Approach for Oilfield Well Control Optimization
Two popular evolutionary optimization algorithms, genetic algorithm (GA) and particle swarm optimization (PSO), are first used in standalone mode to solve well control optimization problem.
Surrogate Model For Field Optimization Using Beta-VAE Based Regression
Deep learning has been used in past to generate surrogates, but such models often fail to quantify prediction uncertainty and are not interpretable.
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