Results 171 to 180 of about 1,489,144 (280)

Knowledge-enhanced multi-task learning traffic incident detection model based on social media data

智能科学与技术学报
Traffic incident detection is a core component of intelligent transportation systems (ITS), but existing methods are limited in processing unstructured social media text, associated geographic information, and collaborative multi-task learning.
ZHOU Zheng, WANG Mei, YANG Linyao, LI Lifang, WANG Xiao   +4 more
doaj  

Structure-aware multi-task learning with domain generalization for robust vertebrae analysis in spinal CT. [PDF]

NPJ Digit Med
Du J, Ge H, Zhang R, Chen Z, Zhang Y, Bai Y, Xu H, Ding F, Zhang Y, Ye J, Yang Y, Hu S, Huang J.   +12 more
europepmc   +1 more source

3D Anodic Alumina Nanoarchitectures: A Decade of Progress from Foundational Science to Functional Metamaterials

Advanced Materials, EarlyView.
Ordered three‐dimensional anodic aluminum oxide (3D‐AAO) nanoarchitectures with longitudinal and transverse pores enable architecture‐driven metamaterials. The review maps fabrication advances, including hybrid pulse anodization, and shows how 3D‐AAO templates tailor properties across magnetism, energy, catalysis, and sensing.
Marisol Martín‐González
wiley   +1 more source

Integrating differential privacy into federated multi-task learning algorithms in <b>dsMTL</b>. [PDF]

Bioinform Adv
Schefzik R, Cao H, Rajan S, Escribà-Montagut X, González JR, Schwarz E.   +5 more
europepmc   +1 more source

Science‐Towards‐Technology Breakthrough in CO2 Electroreduction: Multiphysics, Multiscale, and Artificial Intelligence Insights

Advanced Materials, EarlyView.
Electrochemical CO2RR is a key technology for converting CO2 into chemicals, but there remains a gap between “laboratory science” and “engineering practice” in current research. This review establishes a multi‐scale research framework, encompassing atomic‐level characterization, microenvironment regulation, external field‐assisted optimization, and AI ...
Ping Hong, Changfan Xu, Huaping Zhao, Yong Lei   +3 more
wiley   +1 more source

Development and internal validation of a prescriptive multi-task learning model for horizontal strabismus surgery planning. [PDF]

BMC Ophthalmol
Wang J, Wu X, Ou S.
europepmc   +1 more source

Topology and Material Optimization in Ultra‐Soft Magneto‐Active Structures: Making Advantage of Residual Anisotropies

Advanced Materials, EarlyView.
Residual magnetization induces pronounced mechanical anisotropy in ultra‐soft magnetorheological elastomers, shaping deformation and actuation even without external magnetic fields. This study introduces a computational‐experimental framework integrating magneto‐mechanical coupling into topology optimization for designing soft magnetic actuators with ...
Carlos Perez‐Garcia, Rogelio Ortigosa, Jesús Martínez‐Frutos, Daniel Garcia‐Gonzalez   +3 more
wiley   +1 more source

A multi-task learning model for evaluating non-tumor gastric diseases indicators in whole slide images. [PDF]

Sci Rep
Fu M, Liu L, Fu F, Ouyang J, Shi X, Duan S, Guan T, He Y, Cheng Z, Zhu L.   +9 more
europepmc   +1 more source

Rewriting Polymer Fate via Chemomechanical Coupling

Advanced Materials, EarlyView.
This work introduces a life‐like “living” polymer platform that can grow, degrow, and reprogram its properties after fabrication. By integrating mass transport, reversible polymerization, and controlled catalysis, the material achieves on‐demand changes in size, shape, and mechanical properties.
Jiahe Huang, Haohui Zhang, Jiehao Chen, Xuelin Sui, Febby Krisnadi, Dongjing He, Huajian Ji, Will R. Gutekunst, Michael D. Dickey, Yuhang Hu   +9 more
wiley   +1 more source

Kinship verification via correlation calculation-based multi-task learning. [PDF]

PLoS One
Qin X, Liu D, Gui B.
europepmc   +1 more source