Results 81 to 90 of about 28,959 (169)

Error Analysis of Three-Layer Neural Network Trained With PGD for Deep Ritz Method

IEEE Transactions on Information Theory
Machine learning is a rapidly advancing field with diverse applications across various domains. One prominent area of research is the utilization of deep learning techniques for solving partial differential equations(PDEs). In this work, we specifically focus on employing a three-layer tanh neural network within the framework of the deep Ritz method ...
Yuling Jiao, Yanming Lai, Yang Wang
openaire   +3 more sources

Development of Customer Related Experience Stressors (CES) Scale: Focused on Front‐Line Hotel Employees

International Journal of Tourism Research, Volume 28, Issue 3, May/June 2026.
ABSTRACT In hotel industry, the excellent service quality through a positive connection can cause customer satisfaction and loyalty, which is directly related to the hotel's revenue. Therefore, the fact that front‐line employees must always treat all customers politely and kindly at the service point of contact can be stressful, resulting in emotional ...
Myoungjin Yu, Sunghyup Sean Hyun
wiley   +1 more source

A Deep Uzawa-Lagrange Multiplier Approach for Boundary Conditions in PINNs and Deep Ritz Methods

Journal of Machine Learning
19 pages, 13 figures; updated address of ...
Makridakis, Charalambos G., Pim, Aaron, Pryer, Tristan   +2 more
openaire   +2 more sources

Use of Metabotyping to Identify Individuals With Different Triglyceride Response Curves After Intake of High‐Fat Meals

Molecular Nutrition &Food Research, Volume 70, Issue 9, 13 May 2026.
We applied a latent class mixed model to cluster individuals based on their postprandial triglyceride response curves after consumption of high‐fat meals. Three clusters with different triglyceride response patterns were identified. This approach holds the potential to be used for identifying metabolically dysfunctional individuals.
Jiaying Hu, Matteo D'Alessandro, Patrik Hansson, Kirsten B Holven, Magne Thoresen, Stine Marie Ulven   +5 more
wiley   +1 more source

Finding geodesics with the Deep Ritz method

Geodesic problems involve computing trajectories between prescribed initial and final states to minimize a user-defined measure of distance, cost, or energy. They arise throughout physics and engineering -- for instance, in determining optimal paths through complex environments, modeling light propagation in refractive media, and the study of spacetime
openaire   +2 more sources

Incorporating soil biological and functional attributes to advance ecological restoration

PLANTS, PEOPLE, PLANET, Volume 8, Issue 3, Page 735-746, May 2026.
Earth is currently experiencing a mass extinction crisis, predominantly driven by anthropogenic activities, with land use change causing widespread loss and degradation of native ecosystems and indigenous species. There is an urgent need to halt this trend and restore degraded habitat to preserve biodiversity and protect threatened plants and animals ...
Uffe N. Nielsen, Dylan Bristol, Chongzhe Zhang, Paola Raupp   +3 more
wiley   +1 more source

The shallow shelf approximation as a "sliding law" in a thermomechanically coupled ice sheet model

, 2008
The shallow shelf approximation is a better ``sliding law'' for ice sheet modeling than those sliding laws in which basal velocity is a function of driving stress.
Aschwanden, Balay, Blatter, Bueler, Bueler, Clarke, Ed Bueler, Fowler, Fowler, Greve, Greve, Greve, Greve, Hindmarsh, Hindmarsh, Howat, Hulbe, Hutter, Huybrechts, Huybrechts, Jed Brown, Jenssen, Johnson, Joughin, Joughin, Joughin, Joughin, MacAyeal, MacAyeal, Mahaffy, Marshall, Marshall, Marshall, Morland, Morland, Morton, Paterson, Paterson, Pattyn, Pattyn, Payne, Pollard, Raymond, Ritz, Ritz, Saad, Saito, Saito, Saito, Schoof, Schoof, Schoof, Schoof, Shepherd, Tarasov, Truffer, Truffer, Tulaczyk, Tulaczyk, Vaughan, Weis, Wesseling, Zwally, Zwinger   +63 more
core   +1 more source

“There is a Place for Us Here”: Exploring Sex, Gender, Reproduction, Sexual Behavior, and Orientation Narratives Supporting Students With Queer Genders in Biology Courses

Journal of Research in Science Teaching, Volume 63, Issue 4-5, Page 332-351, May 2026.
ABSTRACT Queer undergraduates describe a climate in STEM fields and classrooms that is both hostile to and silent on queer identities, leading to experiences of social exclusion, devaluation as a scientist, and discrimination. In the few studies that have specifically focused on trans and non‐binary undergraduates (i.e., students with queer genders ...
Sarah L. Eddy, Sam Ahler, Juno Baer, E. March, A. Gutierrez, O. Turner, Beth Wittmann, A. Kelly Lane, A. M. Aramati Casper   +8 more
wiley   +1 more source

Kernel Methods in the Deep Ritz framework: Theory and practice

In this contribution, kernel approximations are applied as ansatz functions within the Deep Ritz method. This allows to approximate weak solutions of elliptic partial differential equations with weak enforcement of boundary conditions using Nitsche's method.
Kleikamp, Hendrik, Wenzel, Tizian
openaire   +2 more sources

Fault Volume Digital Twin to Reproduce the Full Slip Spectrum, Scaling, and Statistical Laws

Journal of Geophysical Research: Solid Earth, Volume 131, Issue 5, May 2026.
Abstract Seismological and geodetic observations of fault zones reveal diverse slip dynamics, scaling, and statistical laws. Existing mechanisms explain some but not all of these behaviors. We show that incorporating an off‐fault damage zone—characterized by distributed fractures surrounding a main fault—can reproduce many key features observed in ...
M. Almakari, N. Kheirdast, C. Villafuerte, M. Y. Thomas, P. Dubernet, J. Cheng, A. Gupta, P. Romanet, S. Chaillat, H. S. Bhat   +9 more
wiley   +1 more source