Hyperbolic Kernel Graph Neural Networks for Neurocognitive Decline Analysis from Multimodal Brain Imaging. [PDF]
Yang M +5 more
europepmc +1 more source
Role of the Initial Topobathymetry in Washover Deposit Formation During Extreme Events
Abstract Low‐lying beaches, important ecological and socio‐economic assets, are vulnerable to storm erosion and flooding impacts, which are expected to increase due to climate change. This conceptual study uses the 2DH XBeach model to simulate the influence of the initial topobathymetric shape on the washover deposit formation during a beach overwash ...
N. Carrion‐Bertran +2 more
wiley +1 more source
Building Artificial Neural Networks for the Optimization of Sustained-Release Kinetics of Metronidazole from Colonic Hydrophilic Matrices. [PDF]
Maderuelo C +2 more
europepmc +1 more source
Physics‐Informed, Differentiable Hydrologic Models for Capturing Unseen Extreme Events
Abstract Recently, a hybrid framework combining machine learning (ML) and process‐based equations, termed differentiable modeling, has shown comparable accuracy to pure ML models while offering enhanced interpretability and spatial generalizability. However, it remained unclear how well hybrid models generalize to extreme floods outside of the range of
Yalan Song +9 more
wiley +1 more source
Nutrient-response modeling with a single and interpretable artificial neuron. [PDF]
Ahmadi H, Rodehutscord M.
europepmc +1 more source
Entry Deterrence, Macroeconomic Equilibria and Pro‐Competitive Policies
ABSTRACT This paper achieves a macroeconomic equilibrium which is microfounded on an oligopolistic entry deterrence game à la Dixit‐Spence. This equilibrium has implications for pro‐competitive policies which differ from those obtained by models based on a monopolistic competition framework: (i) positive effects on employment and real wage of a policy ...
Claudio De Vincenti
wiley +1 more source
Fully Hyperbolic Neural Networks: A Novel Approach to Studying Aging Trajectories. [PDF]
Ramirez H +9 more
europepmc +1 more source
Rigidity of anti‐de Sitter (2+1)‐spacetimes with convex boundary near the Fuchsian locus
Abstract We prove that globally hyperbolic compact anti‐de Sitter (2+1)‐spacetimes with a strictly convex spacelike boundary that is either smooth or polyhedral and whose holonomy is close to Fuchsian are determined by the induced metric on the boundary.
Roman Prosanov, Jean‐Marc Schlenker
wiley +1 more source
Multiscale Interfacial Structure and Organization of sII Gas Hydrate Interfaces Using Molecular Dynamics. [PDF]
Mathews S, Servio P, Rey A.
europepmc +1 more source

