A Generalized Framework for Data‐Efficient and Extrapolative Materials Discovery for Gas Separation
Advanced Intelligent Discovery, EarlyView.This study introduces an iterative supervised machine learning framework for metal‐organic framework (MOF) discovery. The approach identifies over 97% of the best performing candidates while using less than 10% of available data. It generalizes across diverse MOF databases and gas separation scenarios.
Varad Daoo, Jayant K. Singh
wiley +1 more source
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 +3 more
wiley +1 more source
A hallucination detection and mitigation framework for faithful text summarization using LLMs. [PDF]
Sci RepLiu S, Gao Y, Li S, Wang P, Wang T.
europepmc +1 more source
Serial concatenation of interleaved codes: performance analysis, design and iterative decoding
Proceedings of IEEE International Symposium on Information Theory, 1997 Sergio Benedetto +3 more
semanticscholar +1 more source
A Mutual Information Approach for Comparing LLR Metrics for Iterative Decoders
, 2009 Jianwen Zhang +2 more
openalex +2 more sources
Riemannian Geometry for the Classification of Brain States with Intracortical Brain Recordings
Advanced Intelligent Systems, EarlyView.Geometric machine learning is applied to decode brain states from invasive intracortical neural recordings, extending Riemannian methods to the invasive regime where data is scarcer and less stationary. A Minimum Distance to Mean classifier on covariance manifolds uses geodesic distances to outperform convolutional neural networks while reducing ...
Arnau Marin‐Llobet +9 more
wiley +1 more source
Weighted Sum-Rate Maximization and Task Completion Time Minimization for Multi-Tag MIMO Symbiotic Radio Networks. [PDF]
Sensors (Basel)Suo L, Wang D, Zhou W, Peng X.
europepmc +1 more source
Finite alphabet iterative decoding (FAID) of the (155,64,20) Tanner code
International Symposium on Turbo Codes and Iterative Information Processing, 2010 D. Declercq +4 more
semanticscholar +1 more source
Analysis and Design of Finite Alphabet Iterative Decoders Robust to Faulty Hardware [PDF]
, 2015 Elsa Dupraz +3 more
openalex +1 more source
Roadmap on Artificial Intelligence‐Augmented Additive Manufacturing
Advanced Intelligent Systems, EarlyView.This Roadmap outlines the transformative role of artificial intelligence‐augmented additive manufacturing, highlighting advances in design, monitoring, and product development. By integrating tools such as generative design, computer vision, digital twins, and closed‐loop control, it presents pathways toward smart, scalable, and autonomous additive ...
Ali Zolfagharian +37 more
wiley +1 more source