A Data‐Driven Review of Geoscience Research Evolution Using SciBERT‐Based Topic and Network Analysis
This review synthesises the evolution of global geoscience research from 2004 to 2023 using large‐scale bibliometric evidence. By combining keyword co‐occurrence network analysis with SciBERT‐based topic modelling, it identifies major paradigm transitions from geology‐centred research to climate‐focused studies and recent data‐ and AI‐driven ...
Sooyeon Han, Ju‐seop Kim
wiley +1 more source
Deep learning-based 3D morphological segmentation and quantitative growth analysis of field-grown cabbage across the full cycle. [PDF]
Li H, Si C, Miao Y, Wu H, Zhao C.
europepmc +1 more source
We present DataEX_Sc, a specialized model for parsing scatter plots, to make valuable contributions to data‐driven materials science. It improves accuracy by 0.23 (absolute F1 gain when relative error threshold = 0.02) over full‐automatic tools and boosts efficiency by 80% compared with semi‐automated tools.
Qianxue Tang +4 more
wiley +1 more source
Recent Advances in Vision-Based Beef Cattle Body Measurement Technologies. [PDF]
Deng X +5 more
europepmc +1 more source
Multimodal Benchmark for Safety Assessment in Industrial Inspection Scenarios. [PDF]
Liu Z +9 more
europepmc +1 more source
A High-Precision Method for Extracting Lateral Deformation in Operational Shield Tunnels Based on LiDAR Point Cloud Analysis. [PDF]
Tang S, Xu X.
europepmc +1 more source
Self-Supervised Text-Driven Point Cloud Upsampling via Semantic Text Guidance. [PDF]
Zhang Z +5 more
europepmc +1 more source
Head-Body-Tail Segmentation of Poultry 3D Point Clouds Under Different Annotation Budgets: A Comparison of PCA-Based Rules and PointNet++-Based Methods. [PDF]
Yu J +7 more
europepmc +1 more source
Automated Road Marking Wear Assessment via Multimodal Fusion of LiDAR Intensity and YOLOv11 Semantic Segmentation. [PDF]
Chen PY +5 more
europepmc +1 more source

