Results 191 to 200 of about 3,601 (263)

High‐Fidelity Synthetic Raman Spectra Generation for Sinter Basicity Prediction Using β$$ \beta $$‐Variational Autoencoders

Journal of Raman Spectroscopy, EarlyView.
A β$$ \beta $$‐variational autoencoder with β$$ \beta $$ = 0.1 generates high‐fidelity synthetic Raman spectra of industrial sinter with a 16‐fold improvement in spectral fidelity over SMOTE‐based augmentation (KL divergence: 0.0075 vs. 0.121), enabling reliable basicity prediction (R2 = 0.83) from limited labeled datasets.
Marjorie Ariele Pereira, Daniel Cruz Cavalieri, Adilson Ribeiro Prado, Cassius Zanetti Resende, Erica Simões Rodrigues   +4 more
wiley   +1 more source

Hyperbolic topological data analysis mapper reveals dynamic trait-environment patterns in plant phenomics. [PDF]

Plant Phenomics
Zdražil J, Kong L, Spíchal L, Snášel V, De Diego N.   +4 more
europepmc   +1 more source

Total monomeric anthocyanin concentration estimation of red wines based on color data using multivariate statistical analysis and machine learning

Journal of the Science of Food and Agriculture, EarlyView.
Abstract BACKGROUND Red wine is a high‐value grape derivative containing complex chemical compounds that dictate its quality. Qualitative and quantitative determination of these compounds is essential for standardizing and classifying the product. This proof‐of‐concept study integrates chemometric methods and machine learning algorithms to establish ...
Emirhan Atlayan, Berkay Berk, Sevcan Unluturk   +2 more
wiley   +1 more source

Review of Progress of AI in Biomimetics: From Biological Patterns to Closed-Loop Discovery. [PDF]

Biomimetics (Basel)
Hu Z, Hong H, Lin T.
europepmc   +1 more source

Dynamic and Objective Quantification of Facial Nerve Palsy Using Smartphone‐Based 3D Facial Geometry

The Laryngoscope, EarlyView.
This prospective study evaluated smartphone‐captured high‐resolution 3D facial geometry in 99 patients with unilateral facial nerve palsy across 207 visits and 12 healthy volunteers. Dynamic motion features combined with machine learning accurately estimated signed continuous House–Brackmann severity and identified clinically significant palsy ...
Koki Hasebe, Tsuyoshi Kojima, Shintaro Fujimura, Kuniaki Takata, Shuya Otsuki, Ryohei Yuki, Yusuke Okanoue, Harukazu Hiraumi, Ryusuke Hori, Koichi Omori   +9 more
wiley   +1 more source

Virtual population-based analysis of anatomical and electrophysiological risk markers for atrial fibrillation. [PDF]

JRSM Cardiovasc Dis
Romitti GS, Termenón-Rivas M, Liberos A, Rodrigo M.   +3 more
europepmc   +1 more source

Impact of Road Network Development on the Spatiotemporal Soil Erosion in the Three‐River Source Region

Land Degradation &Development, EarlyView.
ABSTRACT As a vital water conservation region in China, the Three River Source Region (TRSR) plays a critical role in safeguarding regional ecological security and ensuring the sustainable utilization of water resources. In this study, the Revised Universal Soil Loss Equation (RUSLE) was employed to quantify soil erosion in the study area across three ...
Fei Liu, Longxi Cao, Lilei Wu, Yunqi Zeng   +3 more
wiley   +1 more source

Thermodynamic and Kinetic Analysis of Molecular Conformational Dynamics in a Riemannian Framework. [PDF]

J Phys Chem A
Fakharzadeh A, Goolsby C, Tajkhorshid E, Moradi M.   +3 more
europepmc   +1 more source

Optimal Universal Bounds for Waves With Varied Coherence Based on Supremum and Infimum Coherence Spectra

Laser &Photonics Reviews, EarlyView.
Coherence variation is ubiquitous in nature, yet determining how it constrains physical observables remains challenging for multimode waves. To address this challenge, this work establishes a majorization‐based theory that identifies the supremum and infimum in the set of input coherence spectra, which provide optimal universal bounds for any linear ...
Shiyu Li, Cheng Guo
wiley   +1 more source