Results 261 to 270 of about 7,514,301 (303)

Polarization Dynamics in Ferroelectrics: Insights Enabled by Machine Learning Molecular Dynamics

Advanced Science, EarlyView.
Machine learning molecular dynamics is presented as a route to capture polarization switching, domain wall kinetics, topological polar textures, and polar mechanical coupling beyond the limits of conventional atomistic methods. This Perspective surveys recent progress and identifies key methodological directions, including long‐range electrostatics ...
Dongyu Bai, Ri He, Junxian Liu, Liangzhi Kou   +3 more
wiley   +1 more source

A multi-layer AI decision support system for startup success prediction and risk assessment using knowledge graphs and federated learning. [PDF]

Sci Rep
Pan C, Pan X, Sun L.
europepmc   +1 more source

PDGFRα+/Integrin α2+ Fibroblasts Orchestrate Tumor Budding in Oral Squamous Cell Carcinoma via Mechano‐Metabolic Symbiosis: E‐Cadherin/Integrin α2β1 Adhesion and Mitochondrial Transfer

Advanced Science, EarlyView.
PDGFA/PDGFRα signaling recruits CAFs to OSCC nests, and CAF‐OSCC contact drives tumor budding invasion. Mechanistically, heterotypic adhesion via E‐cadherin/integrin α2β1 activates YAP signaling in OSCC cells, inducing EMT. Concurrently, CAFs transfer mitochondria through TNTs, supplying ATP to fuel invasion.
Yufang Liu, Jiao Li, Juan Liu, Qi Dong, Haoyang Zhang, Yanjin Wang, Huibing Li, Ye Guan, Lei Cao, Manqing Zhang, Fangning Guo, Xue Liu, Zhen Yang, Mengmeng Lu, Hui Liu, Laiping Zhong, Tong Ji, Tingjiao Liu   +17 more
wiley   +1 more source

Generation of Interactive Knowledge Graphs to Enable Research of the Effects of Trauma Center Organization on Patient Outcomes. [PDF]

Knowl Graphs Semantic Web (2025)
Chappell E, Whorton J, Villafranca AA, Shahriari R, Brakenridge SC, Bennett JL, Ounpraseuth S, Ragan ED, Hogan WR, Bona J, Sexton KW, Brochhausen M.   +11 more
europepmc   +1 more source

A comprehensive framework for legal dispute analysis integrating prompt engineering and multi-dimensional knowledge graphs. [PDF]

Sci Rep
Zhang M, Zhao N, Qin J, Xu Q, Pan K, Luo T.   +5 more
europepmc   +1 more source

Fine-tuned large language models with structured prompts enable efficient construction of lung cancer knowledge graphs. [PDF]

Sci Rep
Zhou C, Gong Q, Luan H, Zhan W, Zhu J, Zhang Q.   +5 more
europepmc   +1 more source

Prevalence and psychosocial interventions of mental disorders following traumatic spinal cord injury: a systematic review and meta-analysis based on knowledge graphs. [PDF]

BMC Psychiatry
Wang S, Luo N, Jiang J, Zhu C, Xiao Z, Fan W, Chen Y, Zhu X, Hu X, Xu W, Wu Z, Ma B, Meng T, Huang L, Cheng L.   +14 more
europepmc   +1 more source

SPHN Connector - a scalable pipeline for generating validated knowledge graphs from federated and semantically enriched health data. [PDF]

BMC Med Inform Decis Mak
Touré V, Unni D, Krauss P, Marto AB, Kalt K, Stoira N, Pickl M, Österle S.   +7 more
europepmc   +1 more source

Semantic decentralized authentication for IoT-based e-learning using Hedera Hashgraph and Knowledge Graphs. [PDF]

Sci Rep
Luo L, Zhang Y, Tang Q.
europepmc   +1 more source