This paper presents temporal and adaptive‐frequency network with MixStyle (TAMNet), a deep time‐series modeling framework for accurate and robust multi‐well oil productivity forecasting. TAMNet integrates transformer and long short‐term memory architectures to capture both short‐ and long‐term temporal dependencies, enhanced by a temporal gate unit ...
Chunxi Yang +6 more
wiley +1 more source
Risk Factors and Nonlinear Risk Patterns of Prolonged Air Leak After Robot-Assisted Lung Resection for Lung Cancer: A Retrospective Cohort Study. [PDF]
Xu H, Zhang H, Zhang L.
europepmc +1 more source
This study establishes a multi‐factor coupling framework for predicting breakdown pressure in laminated shale by integrating experimental hydraulic fracturing tests, physics‐informed neural networks (PINNs), and Sobol sensitivity analysis. It reveals how differential stress, the bedding dip angle, and the injection rate interact to influence fracture ...
Tao Wang +6 more
wiley +1 more source
Serum Uric Acid as a Sex-Dependent Risk Marker of Post-Stroke Epilepsy After Acute Ischemic Stroke: Complementary Mendelian Randomization and Cohort Analyses. [PDF]
Cheng Y, Li J, Yang Y.
europepmc +1 more source
ABSTRACT Objective Despite the clinical relevance of enteral and parenteral tube feeding and restraint use in anorexia nervosa (AN), national‐level data on their use have remained limited, particularly for total parenteral nutrition (TPN) and percutaneous endoscopic gastrostomy (PEG).
Hiroyasu Ino +3 more
wiley +1 more source
Relationship between triglyceride-glucose (TyG) index and anthropometric indices of obesity in patients with type-2 diabetes mellitus attending Dessie Comprehensive Specialized Hospital, Northeast Ethiopia. [PDF]
Abebe G, Belete M, Kassaw AB.
europepmc +1 more source
Understanding how deterministic and stochastic processes influence the shape of microorganism community assembly across different spatial scales is essential for disentangling biodiversity patterns. Mires are nutrient‐poor and heterogeneous wetlands that form isolated habitats supporting highly diverse diatom assemblages, particularly in mountainous ...
Fernanda Gonzalez‐ Saldias +4 more
wiley +1 more source
Associations of dietary phosphorus-protein ratio, phosphorus-energy ratio, and protein-energy ratio with mortality in peritoneal dialysis patients: a retrospective cohort study. [PDF]
Wang ZZ +6 more
europepmc +1 more source
Understanding how environmental variability structures essential fish habitat (EFH) is central to managing keystone populations in dynamic marine ecosystems. Using nearly three decades of standardized survey data (1994–2021) from the Adriatic Sea, we present the first basin‐scale, process‐based framework linking estimated habitat suitability and ...
Mahallelah Shauer +9 more
wiley +1 more source
Systolic blood pressure and future stroke risk by asymptomatic brain lesions in a community MRI cohort: a retrospective study. [PDF]
Iwasa K +5 more
europepmc +1 more source

