A Hybrid ML‐PDE Framework for Predicting Breaking Ocean Waves
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
Information-Theoretic Medical Image Encryption via LLE-Verified Chaotic Keystreams and DNA Diffusion. [PDF]
Al-Dayel I +3 more
europepmc +1 more source
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
A hybrid blowfish-based cryptography and chaotic quantization steganography framework with genetic key generation. [PDF]
Naveen R, Kumar AP, Roshan S.
europepmc +1 more source
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
High-dimensional CRISPR-SERS interactomics tracks the topological evolution of plant viral pathogenesis and therapeutic response. [PDF]
Dou Y +11 more
europepmc +1 more source
Diverse Pathways and the Role of Timing: Youth Experiences of Leaving Care in China
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
Image adaptive encryption using EfficientNet B3 feature guided multi scroll chaotic map with modulo controlled pseudo parallel processing. [PDF]
Subathra S, Thanikaiselvan V.
europepmc +1 more source
How iteration frequencies affect project uncertainty and risk ‐ An empirically elaborated model
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
A Novel One-Dimensional Chaotic System for Image Encryption Through the Three-Strand Structure of DNA. [PDF]
Su Y, Xia H, Chen Z, Chen H, Huang L.
europepmc +1 more source

