Results 251 to 260 of about 8,080,419 (296)

Federated asynchronous graph attention network with structural semantic embedding for multi-label graph classification. [PDF]

Sci Rep
Ji X, Zhang Y, Zheng K, Yang H, Ai Y, Yang J.   +5 more
europepmc   +1 more source

An Integrated NLP‐ML Framework for Property Prediction and Design of Steels

Advanced Science, EarlyView.
This study presents a data‐driven framework that uses language‐processing techniques to interpret steel processing descriptions and machine‐learning models to predict mechanical properties. By organising complex process histories into meaningful groups and enabling rapid property forecasts, the work supports faster, more informed steel design through ...
Kiran Devraju, Adithya Umanath Rai, Jose Thomson, Marzie Ghorbani, Shujing Zhao, Nick Birbilis   +5 more
wiley   +1 more source

Integrating multiomics data using a correlation based graph attention network for subtype classification in lower grade glioma. [PDF]

Discov Oncol
Hamid EM, Elbashir MK, Ahmed NY, Alsanousi WA, Alyami A, Mostafa AM, Mohammed M, Musa ME, Mahmood MA.   +8 more
europepmc   +1 more source

Phosphorylated STYK1 Promotes Gemcitabine Resistance via Autophagy‐Mediated Cancer Stemness in Pancreatic Cancer

Advanced Science, EarlyView.
Gemcitabine resistance remains a major challenge in pancreatic ductal adenocarcinoma. This study identifies STYK1 as a key mediator of chemoresistance through autophagy‐dependent maintenance of cancer stemness. Gemcitabine‐activated AMPK phosphorylates STYK1 at Ser91 and Ser304, enhancing autophagy and stemness.
Xueying Dong, Shi Li, Chensong Huang, Xuehong Qian, Jieyu Guo, Yahao Guo, Guifang Wu, Qi Zhang, Hongfei Tan, Yu Han, Rui Zhang, Hao Lyu, Shuai Xiao, Dong Guo, Chaojun Yan, Wenying Qin, Changchun Li, Xing‐Zhen Chen, Ying Zhao, Cefan Zhou, Jingfeng Tang   +20 more
wiley   +1 more source

cncFinder: A graph-attention-network-based interpretable learning model to identify bifunctional long non-coding RNAs. [PDF]

Mol Ther Nucleic Acids
Tang Q, Yu Y, Shen M, Zhang L, Jia X, Kang J.   +5 more
europepmc   +1 more source

Atomic Defects in Layered Transition Metal Dichalcogenides for Sustainable Energy Storage and the Intelligent Trends in Data Analytics

Advanced Science, EarlyView.
This review comprehensively summarizes the atomic defects in TMDs for their applications in sustainable energy storage devices, along with the latest progress in ML methodologies for high‐throughput TEM data analysis, offering insights on how ML‐empowered microscopy facilitates bridging structure–property correlation and inspires knowledge for precise ...
Zheng Luo, Ying Yang, Zizhen Fu, Fengqi Liu, Susu Fang, Kele Xu, Shanshan Wang   +6 more
wiley   +1 more source

Research on inter-well connectivity in CO₂ flooding based on long short-term memory graph attention network. [PDF]

Sci Rep
Dong Z, Xu Y, Lv W, Gao M, Liu W, Li W, Dong G, Zuo L.   +7 more
europepmc   +1 more source

STGATN: A novel spatiotemporal graph attention network for predicting pollutant concentrations at multiple stations. [PDF]

PLoS One
Xu H, Song W, Qian L, Mei X, Zou G.
europepmc   +1 more source

Jumping knowledge graph attention network for resource allocation in wireless cellular system. [PDF]

Sci Rep
Sun Q, Fang Z, Li Y, Petrosian O.
europepmc   +1 more source