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
Investigating non-linear volume-outcome relationships in total knee arthroplasty based on a sample of more than 60,000 hospital cases from Germany, 2020-2023. [PDF]
Roessler M +3 more
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
Plasma proteins and mechanisms involved in the evolvement of cardiac function after myocardial infarction. [PDF]
Petersen TB +5 more
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
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 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
In Silico Psycho-Oncology: Understanding Resilience Pathways in Breast Cancer-Determinants of Longitudinal Depression and Quality-of-Life Trajectories. [PDF]
Kolokotroni E +7 more
europepmc +1 more source
A first‐of‐its‐kind review benchmarks three solar methane valorization pathways with unified performance metrics for clean fuel production. Meeting global climate targets and sustainable energy demands requires carbon‐neutral fuels and innovative conversion pathways.
Muhammad Abdulmoez +3 more
wiley +1 more source
Construction of complex non-uniform rational B-spline volume parametric models with G<sup>1</sup> continuity. [PDF]
Wang D, Chen L, Zhang J.
europepmc +1 more source

