Results 261 to 270 of about 294,479 (334)

Suggestions for extending the FAIR Principles based on a linguistic perspective on semantic interoperability. [PDF]

Sci Data
Vogt L, Strömert P, Matentzoglu N, Karam N, Konrad M, Prinz M, Baum R.   +6 more
europepmc   +1 more source

Deep Learning‐Assisted Design of Mechanical Metamaterials

Advanced Intelligent Discovery, EarlyView.
This review examines the role of data‐driven deep learning methodologies in advancing mechanical metamaterial design, focusing on the specific methodologies, applications, challenges, and outlooks of this field. Mechanical metamaterials (MMs), characterized by their extraordinary mechanical behaviors derived from architected microstructures, have ...
Zisheng Zong, Pu Wen, Zhiping Chai, Dunxuan Wu, Han Ding, Zhigang Wu   +5 more
wiley   +1 more source

Large Language Model in Materials Science: Roles, Challenges, and Strategic Outlook

Advanced Intelligent Discovery, EarlyView.
Large language models (LLMs) are reshaping materials science. Acting as Oracle, Surrogate, Quant, and Arbiter, they now extract knowledge, predict properties, gauge risk, and steer decisions within a traceable loop. Overcoming data heterogeneity, hallucinations, and poor interpretability demands domain‐adapted models, cross‐modal data standards, and ...
Jinglan Zhang, Xinyi Chen, Xu Ye, Yulin Yang, Bin Ai   +4 more
wiley   +1 more source

Tree-Guided Transformer for Sensor-Based Ecological Image Feature Extraction and Multitarget Recognition in Agricultural Systems. [PDF]

Sensors (Basel)
Sun Y, Huang Z, Yang L, Wang Z, Ruan M, Suo J, Yan S.   +6 more
europepmc   +1 more source

Object-scene semantics correlation analysis for image emotion classification. [PDF]

Front Neurosci
Zhou Z, Zhai Z, Chen H, Lu S.
europepmc   +1 more source

Cross-sectional and longitudinal changes in category selectivity in visual cortex following pediatric cortical resection. [PDF]

Commun Biol
Liu TT, Granovetter MC, S Maallo AM, Robert S, Z Fu J, Patterson C, C Plaut D, Behrmann M.   +7 more
europepmc   +1 more source

Nonnegative matrix factorization incorporating domain specific constraints for four dimensional scanning transmission electron microscopy. [PDF]

Sci Rep
Kimoto K, Uesugi F, Harano K, Kikkawa J, Cretu O, Shibazaki Y, Shiga M, Togo A.   +7 more
europepmc   +1 more source

Towards Identifying Objectivity in Short Informal Text. [PDF]

Entropy (Basel)
Zhang C, Zhao C, Zhang Z, Huang Y.
europepmc   +1 more source

Application of deep learning for transformation of Chinese traditional cultural narrative patterns and enhancement of cultural identity empowered by AIGC. [PDF]

Sci Rep
Liu Y, Wang H.
europepmc   +1 more source