Results 191 to 200 of about 6,991 (255)

A Hybrid ML‐PDE Framework for Predicting Breaking Ocean Waves

open access: yesJournal of Geophysical Research: Machine Learning and Computation, Volume 3, Issue 4, August 2026.
Abstract Wave breaking plays a central role in ocean dynamics, dissipating wave energy and shaping the evolution of the sea surface. Yet, breaking remains difficult to model: envelope‐based models efficiently capture nonlinear wave evolution and are interpretable but exclude breaking, while high‐fidelity direct numerical simulations resolve breaking ...
Y. Liu   +3 more
wiley   +1 more source

Replacing Tunable Parameters in Weather and Climate Models With State‐Dependent Functions Using Reinforcement Learning

open access: yesJournal of Advances in Modeling Earth Systems, Volume 18, Issue 8, August 2026.
Abstract Weather and climate models rely on parameterizations to represent unresolved sub‐grid processes. Traditional schemes rely on fixed coefficients that are weakly constrained and tuned offline, contributing to persistent biases that limit their ability to adapt to underlying physics.
Pritthijit Nath   +5 more
wiley   +1 more source

Accurate Identification of Key Groups of Microeukaryotes Using Multimodal Deep Learning: An Integrated Classification Model Combining Morphological and Molecular Data

open access: yesMolecular Ecology Resources, Volume 26, Issue 6, August 2026.
ABSTRACT Traditional classification of flagellates (i.e., flagellated protists) relies on morphological traits or a single molecular marker, which suffer from subjectivity and limited data sources. This study proposes a multimodal deep learning model, Residual Multi‐Feature Attention‐50 (ResMFA50), that integrates photomicrographs and small subunit ...
Yumeng Song   +6 more
wiley   +1 more source

Diverse Pathways and the Role of Timing: Youth Experiences of Leaving Care in China

open access: yesChild &Family Social Work, Volume 31, Issue 3, Page 1931-1941, August 2026.
ABSTRACT In China, young people in state‐funded childcare institutions (Fuliyuan) are required to exit at age 18 unless still in education, compressing the move to adulthood. This study applies a life‐course lens to examine how the timing and sequencing of key life events shape care leavers' trajectories.
Shian Yin, Siobhan Laird, Lisa Warwick
wiley   +1 more source

How iteration frequencies affect project uncertainty and risk ‐ An empirically elaborated model

open access: yesDecision Sciences, Volume 57, Issue 4, Page 345-363, August 2026.
Abstract Iterative approaches have gained prominence in new product development (NPD) projects in response to increasingly dynamic and turbulent business environments. In this article, we study how iteration frequency—that is, the rhythm at which development teams revisit and test comprehensive products—affects an NPD project's uncertainty and risk. We
Timo Kalmes, Fabian J. Sting
wiley   +1 more source

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