Enhancing Reservoir Simulation History Matching Using SHAP Value for Parameter Range Selection
Accurate reservoir history matching is indispensable for reliable subsurface forecasting and optimal field development; however, it remains a formidable challenge due to the high dimensionality of geological parameter spaces, strong nonlinear dynamics ...
Grachik Eremyan +6 more
doaj +1 more source
Numerical modeling and history matching of deep coalbed methane considering multiple effects
Deep coal seams are characterized by geological conditions of high in-situ stress, high reservoir temperature, low permeability, and complex tectonic features, resulting in significant differences in gas occurrence states and migration mechanisms ...
SUN XIONGWEI +4 more
doaj
History matching of a complex epidemiological model of human immunodeficiency virus transmission by using variance emulation. [PDF]
Andrianakis I +7 more
europepmc +1 more source
Constraint optimization of an integrated production model utilizing history matching and production forecast uncertainty through the ensemble Kalman filter. [PDF]
Fadaei M, Ameri MJ, Rafiei Y.
europepmc +1 more source
Stochastic lithofacies and petrophysical property modeling for fast history matching in heterogeneous clastic reservoir applications. [PDF]
Al-Mudhafar WJ +3 more
europepmc +1 more source
Developing a Novel Parameter Estimation Method for Agent-Based Model in Immune System Simulation under the Framework of History Matching: A Case Study on Influenza A Virus Infection. [PDF]
Li T, Cheng Z, Zhang L.
europepmc +1 more source
Precision targeting using machine learning to optimize medication therapy management delivery in value-based care: A quasi-experimental study using real-world evidence. [PDF]
Zamran M +5 more
europepmc +1 more source
Hierarchical multi-label structuring of Japanese SOAP clinical notes with large language models. [PDF]
Zhang Z +7 more
europepmc +1 more source
Moderate-to-severe chronic spontaneous urticaria is associated with increased risk of immune-mediated diseases: A population-based study. [PDF]
Smart K +9 more
europepmc +1 more source

