Results 301 to 310 of about 6,285,799 (375)

Enhanced prediction and optimization of thin metal film optical properties using optimized ensemble learning models. [PDF]

Sci Rep
Thomas K, Khandakar A, Chelvanathan P, Aissa B, Hossain MI.   +4 more
europepmc   +1 more source

Extremely randomized trees [PDF]

, 2010
openaire   +1 more source

Free‐Volume Regulation Enables Significantly Enhanced Electrical Breakdown via Short‐Chain Molecular Spatial‐Positioning Intercalation into Poly(vinylidene fluoride)

Advanced Science, EarlyView.
An innovative molecular spatial‐positioning shimming strategy is developed to optimize the electrical properties of poly(vinylidene fluoride) (PVDF). By intercalating polyethylene wax (PE wax) short‐chain molecules into PVDF's free volume, the film achieves a significantly enhanced energy density of 32.67 J cm−3.
Ziyue Wang, Jiyang Xie, Wanbiao Hu
wiley   +1 more source

CACLENS: A Multitask Deep Learning System for Enzyme Discovery

Advanced Science, EarlyView.
CACLENS, a multimodal and multi‐task deep learning framework integrating cross‐attention, contrastive learning, and customized gate control, enables reaction type classification, EC number prediction, and reaction feasibility assessment. CACLENS accelerates functional enzyme discovery and identifies efficient Zearalenone (ZEN)‐degrading enzymes.
Xilong Yi, Yingzhu Tan, Huikang Lin, Guoqing Zhang, Ye Tian, Aibo Wu   +5 more
wiley   +1 more source

Machine learning models diagnose oral squamous cell carcinoma based on cross-cohort oral microbial signatures. [PDF]

Front Microbiol
Wang M, Sun Y, Gong W.
europepmc   +1 more source

Model Prediksi Kadar Air Media Tanam Menggunakan Algoritma Regresi Decision Tree, Support Vector Machine, dan Random Forest (Studi Kasus Greenhouse Cabai Rawit di Kebun Edukasi Eptilu Mitra Habibi Garden)

Hasani Abdulazizi Cahyadi, Drupadi Ciptaningtyas, Lukito Hasta Pratopo, Ahmad Thoriq   +3 more
openalex   +2 more sources

Inferring Gene Regulatory Networks From Single‐Cell RNA Sequencing Data by Dual‐Role Graph Contrastive Learning

Advanced Science, EarlyView.
RegGAIN is a novel and powerful deep learning framework for inferring gene regulatory networks (GRNs) from single‐cell RNA sequencing data. By integrating self‐supervised contrastive learning with dual‐role gene representations, it consistently outperforms existing methods in both accuracy and robustness.
Qiyuan Guan, Jiating Yu, Jieyi Pan, Fan Yuan, Jiadong Ji, Rusong Zhao, Zhi‐Ping Liu, Bingqiang Liu, Ling‐Yun Wu, Duanchen Sun   +9 more
wiley   +1 more source

All together now: Random Forests analysis reveals the joint impact of multiple statistical regularities on eye-movements during reading. [PDF]

Psychon Bull Rev
Kimchi I, Siegelman N.
europepmc   +1 more source

Biomechanics‐Driven 3D Architecture Inference from Histology Using CellSqueeze3D

Advanced Science, EarlyView.
CellSqueeze3D reconstructs 3D cellular architecture from standard 2D histology images using biomechanical constraints and optimization. Validated on clinical datasets, it enables accurate tissue phenotyping, predicts gene mutations, and reveals significant correlations between nuclear‐cytoplasmic ratio entropy and tumor progression.
Yan Kong, Hui Lu
wiley   +1 more source