Results 131 to 140 of about 23,176 (145)
Intermittent Grain Activity From Grain‐Scale Collective Entrainment Rules
Abstract In bed load sediment transport, grains are moved by turbulent flow and are in nearly continuous contact with other grains, resulting in sediment flux that is intermittent, displaying bursts of activity in both space and time. Understanding the dynamical origin of these fluctuations is a challenge.
Santiago J. Benavides +3 more
wiley +1 more source
Abstract An important problem in the Earth sciences is extracting information about tectonic and other processes from topography. A general challenge is that geomorphic activity that we typically have little information about during the lifetime of a landscape can introduce geomorphic “noise”.
M. J. Morris +4 more
wiley +1 more source
An Effective Physics‐Informed Neural Operator Framework for Predicting Wavefields
Abstract Solving the wave equation is fundamental for many geophysical applications. However, numerical solutions of the Helmholtz equation face significant computational and memory challenges. Therefore, we introduce a physics‐informed convolutional neural operator (CNO) (PICNO) to solve the Helmholtz equation efficiently.
X. Ma, T. Alkhalifah
wiley +1 more source
Estimating Bottom Topography in Shallow Water Flows
Abstract We present two methods to estimate bottom topography in a shallow water flow using only surface deformation measurements. One is based on Physics‐Informed Neural Networks (PINNs) and the other on the Adjoint State Method. We test both methods using synthetic data in 1D and 2D cases. Both are able to successfully reconstruct not only the bottom
L. Pancotto, P. Clark Di Leoni
wiley +1 more source
Principled Fourier Neural Operators for High‐Resolution Regional Ocean Modeling
Abstract Reliable and computationally efficient ocean state forecasts are essential for climate resilience, maritime safety, and science‐to‐decision applications. Growing demand has stimulated interest in machine learning approaches as scalable complements to traditional numerical models.
Vahidreza Jahanmard +4 more
wiley +1 more source
Abstract We present a novel data analysis technique based on physics‐informed neural networks (PINNs) to reconstruct two‐dimensional (2D) magnetohydrodynamic (MHD) and Hall MHD equilibria in a space plasma from in situ spacecraft measurements. Our method incorporates the steady‐state MHD or Hall MHD equations—a set of partial differential equations ...
Hiroshi Hasegawa +3 more
wiley +1 more source
Data‐Driven Estimation of Time‐Variable Catchment Transit Time Distributions
Abstract Transit Time Distributions (TTDs) are widely used to summarize catchment behavior and are useful for understanding solute transport processes. Most methods for estimating TTDs from tracer data involve imposing strong model assumptions, which may affect the results.
Quentin Duchemin +3 more
wiley +1 more source
Palmoplantar pustulosis: pathogenesis, differential diagnosis, and treatment
Summary Palmoplantar pustulosis (PPP) is a chronic inflammatory and often painful disease characterized by sterile pustules on the palms and soles, significantly impairing quality of life. Women are more frequently affected than men, and smoking is a major trigger. Under biologic therapies, especially TNF antagonists, a paradoxical PPP may occur.
Rotraut Mössner +5 more
wiley +1 more source
Validating the utility of EI in children after AVSD repair. While EIs and EIm differ between patients with no other evidence of PAH and healthy controls, they still are reliable markers of PAH in this patient population. AUC, area under the curve; AVSD, atrioventricular septal defect; EIs, systolic eccentricity index; PAH, pulmonary arterial ...
Charles T. Simpkin +5 more
wiley +1 more source
The regulatory subunit RIβ of protein kinase A occurs in two variants that differ at residue 268 (A268 versus R268). This seemingly small substitution significantly changes cAMP sensitivity, basal kinase activity, and the dynamic behavior of the regulatory domains.
Maximilian Wallbott +6 more
wiley +1 more source

