Advanced Intelligent Discovery, EarlyView.AI‐BioMech is a deep learning framework that predicts the mechanical behavior of biological cellular materials directly from 2D images. By replacing traditional finite element analysis with semantic segmentation, it identifies stress and strain distributions with 99% accuracy, offering a high‐speed, scalable alternative for analyzing complex, aperiodic
Haleema Sadia +2 more
wiley +1 more source
An Efficient Parallelized Ontology Network-Based Semantic Similarity Measure for Big Biomedical Document Clustering. [PDF]
Comput Math Methods Med, 2021 Li M, Chen T, Ryu KH, Jin CH.
europepmc +1 more source
In Situ Contact Angle Measurement for Autonomous Spin Coating in Self‐Driving Labs
Advanced Intelligent Discovery, EarlyView.A vision‐based add‐on transforms commercial spin coaters into autonomous modules of Self‐Driving Labs. Combining a width‐scaled U‐Net with classical geometric analysis, the system simultaneously measures contact angles and estimates substrate pose using a single camera.
Sven Fischer, Micha Hiegle, Holger Röhm
wiley +1 more source
Assessing Lexical Psychological Properties in Second Language Production: A Dynamic Semantic Similarity Approach. [PDF]
Front Psychol, 2021 Sun K, Lu X.
europepmc +1 more source
Semantic Description and Matching of Services for Pervasive Environments
With the evolution of the World Wide Web and the advancement of the electronic world, the diversity of available services is increasing rapidly. This raises new demands for the efficient discovery and location of heterogeneous services and resources in ...
Bandara, Ayomi
core
Multimodal Learning with Rashomon Analysis for Battery Discharge Capacity Prediction
Advanced Intelligent Discovery, EarlyView.Multimodal fusion integrates composition, crystal‐structure, and radial‐distribution descriptors to predict battery discharge capacity. Rashomon analysis across near‐optimal models reveals that explanatory variation is structured rather than arbitrary, separating stable mechanistic signals from model‐contingent attributions and providing a more ...
Jue Gong +4 more
wiley +1 more source
Graph semantic similarity-based automatic assessment for programming exercises. [PDF]
Sci RepXiang C, Wang Y, Zhou Q, Yu Z.
europepmc +1 more source
A new design of multimedia big data retrieval enabled by deep feature learning and Adaptive Semantic Similarity Function. [PDF]
Multimed Syst, 2022 Sujatha D, Subramaniam M, Rene Robin CR.
europepmc +1 more source
Advanced Intelligent Systems, Volume 7, Issue 3, March 2025.A laser pointer‐guided robotic grasping method for arbitrary objects based on promptable segment anything model and force‐closure analysis is presented. Grasp generation methods based on force‐closure analysis can calculate the optimal grasps for objects through their appearances. However, the limited visual perception ability makes robots difficult to
Yan Liu +5 more
wiley +1 more source
Integration of large-scale community-developed causal loop diagrams: a Natural Language Processing approach to merging factors based on semantic similarity. [PDF]
BMC Public HealthValdivia Cabrera M +4 more
europepmc +1 more source