Similarity‐Driven Framework for Efficient Polymer Property Prediction Under Data Scarcity Scenarios
Journal of Polymer Science, EarlyView.A new approach, based on structural and chemical similarities between polymers, is proposed to improve the performance of artificial neural networks in predicting the glass transition temperature under data‐scarce conditions. ABSTRACT Predicting polymer properties directly from chemical structure is essential for the rational design of advanced ...
Amaia Elizaran Mendarte +1 more
wiley +1 more source
scXpand: Pan-cancer detection of T cell clonal expansion from single-cell RNA sequencing without paired single-cell TCR sequencing. [PDF]
Cell GenomShorer O, Amit R, Yizhak K.
europepmc +1 more source
Machine Learning for Thermodynamic States of Notional Nonideal Energetic Mixtures
Propellants, Explosives, Pyrotechnics, EarlyView.. ABSTRACT Currently, modeling the thermodynamic states in the reaction zone of a detonating energetic mixture entails iteratively solving a set of coupled differential equations that require detailed material property information or models whose empirical parameters must be physically measured.
Sangeeth Balakrishnan +7 more
wiley +1 more source
Single-Nuclei RNA Sequencing Data Analysis: Cardiomyocyte-Specific Modified-mNA Targeting Cyclin D2 Turns Subpopulations of Adult Pig Cardiomyocytes, Fibroblasts, and Smooth Muscle Cells Back to Neonatal Characteristics at Day 2 After SMRT Intervention. [PDF]
BiomoleculesNguyen T, Hao K, Garry DJ, Zhang J.
europepmc +1 more source
Precision Medical Sciences, EarlyView.Overview of multimodal artificial intelligence (AI) for precision therapeutics. Diverse biomedical data modalities, including multi‐omics, medical imaging, digital pathology, electronic health records, wearable‐device data, and molecular information, are integrated through multimodal AI frameworks incorporating fusion strategies, foundation models ...
Gedion Mengistu Dejen
wiley +1 more source
FlowerSec: An AI-Enhanced Security Framework for Clustered Wireless Sensor Networks. [PDF]
Sensors (Basel)Alhomoud A, Alharbi AR, Altorkmani NA.
europepmc +1 more source
Quarterly Journal of the Royal Meteorological Society, EarlyView.Regional deep learning weather prediction (DLWP) models, such as Bris, offer high resolution forecasts comparable with traditional numerical weather prediction (NWP) models. We evaluated Bris against the operational MetCoOp Ensemble Prediction System (MEPS) during extratropical cyclone Poly (July 5, 2023).
Francesco Pasquini +4 more
wiley +1 more source
An Abundance-Guided Mamba Network for Hyperspectral Unmixing. [PDF]
Entropy (Basel)Tang Z, Wang X, Li B.
europepmc +1 more source
Data‐driven emulation of flow‐dependent background‐error variance in variational data assimilation
Quarterly Journal of the Royal Meteorological Society, EarlyView.A machine‐learning approach is developed to emulate flow‐dependent background‐error variance within a variational data assimilation framework. The method reproduces uncertainty information that would normally require a 50‐member ensemble using only five members, while maintaining comparable observation fit and forecast performance.
Wei Pan +3 more
wiley +1 more source