Results 201 to 210 of about 38,536 (261)

Toward Knowledge‐Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human–AI Synergy

Advanced Intelligent Discovery, EarlyView.
This perspective highlights how knowledge‐guided artificial intelligence can address key challenges in manufacturing inverse design, including high‐dimensional search spaces, limited data, and process constraints. It focused on three complementary pillars—expert‐guided problem definition, physics‐informed machine learning, and large language model ...
Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa Ryu   +3 more
wiley   +1 more source

Semi-supervised medical image captioning via anatomical collaborative evidence network. [PDF]

Front Med (Lausanne)
Zhou S, Liu Q, Cai L, Lu K, Qiao L, Xu N, Wu Y, Xu Y, Li J.   +8 more
europepmc   +1 more source

Smart Flexible Tactile Sensors: Recent Progress in Device Designs, Intelligent Algorithms, and Multidisciplinary Applications

Advanced Intelligent Discovery, EarlyView.
Flexible tactile sensors have considerable potential for broad application in healthcare monitoring, human–machine interfaces, and bioinspired robotics. This review explores recent progress in device design, performance optimization, and intelligent applications. It highlights how AI algorithms enhance environmental adaptability and perception accuracy
Siyuan Wang, Ming Dong, Rongrong Bao, Caofeng Pan   +3 more
wiley   +1 more source

From Analysis to Assessment: Machine Learning for Non-Target Screening of Pollutants Using Chromatography Coupled with (Ion Mobility) Mass Spectrometry. [PDF]

Toxics
Lin D, Wang Z, Liao J, Li N, Li X.
europepmc   +1 more source

Cell Segmentation Beyond 2D—A Review of the State‐of‐the‐Art

Advanced Intelligent Discovery, EarlyView.
Cell segmentation underpins many biological image analysis tasks, yet most deep learning methods remain limited to 2D despite the inherently 3D nature of cellular processes. This review surveys segmentation approaches beyond 2D, comparing 2.5D and fully 3D methods, analyzing 31 models and 32 volumetric datasets, and introducing a unified reference ...
Fabian Schmeisser, Haseeb Muhammad, Junaid Younas, Gillian Lovell, Bianca Migliori, Andreas Dengel, Sheraz Ahmed   +6 more
wiley   +1 more source

Tropical dry forest land use/land cover change detection using semi-supervised deep learning algorithms and remote sensing. [PDF]

Environ Monit Assess
González-Vélez JC, Torres-Madronero MC, Martínez-Vargas JD, Rodríguez-Marín P, Perez-Guerra J, Herrera-Ruiz V.   +5 more
europepmc   +1 more source

Ensemble machine learning strategies for mineral prospectivity mapping under data scarcity. [PDF]

Sci Rep
Amirajlo P, Hassani H, Pour AB, Habibkhah N.   +3 more
europepmc   +1 more source

Language model-based self-training reduces labeled data requirements by 99% for biological sequence classification. [PDF]

Brief Funct Genomics
Liu J, Gao D, Yuan Y, Wu Z, Li W, Wei C.
europepmc   +1 more source

A few-shot high-resolution remote sensing image semantic segmentation method. [PDF]

Sci Rep
Jiang HL, Wang N, Geng B, Li ZK, Wu RH, Li XW, Chen BH, Zhao EM, Ren GP, Zhang M, Yang DQ.   +10 more
europepmc   +1 more source