Results 151 to 160 of about 67,200 (355)

Comparison of DeePMD, MTP, GAP, ACE and MACE Machine‐Learned Potentials for Radiation‐Damage Simulations: A User Perspective

open access: yesAdvanced Intelligent Discovery, EarlyView.
The authors evaluated six machine‐learned interatomic potentials for simulating threshold displacement energies and tritium diffusion in LiAlO2 essential for tritium production. Trained on the same density functional theory data and benchmarked against traditional models for accuracy, stability, displacement energies, and cost, Moment Tensor Potential ...
Ankit Roy   +8 more
wiley   +1 more source

Resource Description Framework (RDF)

open access: yes
The Resource Description Framework (RDF) is the standard knowledge representation language for the Semantic Web, an evolution of the World Wide Web that aims to provide a well-founded infrastructure for publishing, sharing and querying structured data ...
Gibbins, Nicholas, Shadbolt, Nigel
core  

A Semantic Matching Approach for Distributed RDF Data Query on a Knowledge Bus

open access: yes, 2009
During the past several years, semantic web technologies have been applied to facilitate the sharing of data in new and unexpected ways. Various heterogeneous data are assigned well-defined meaning by ontologies and expressed with RDF triples so that ...
Fowler, David   +5 more
core  

RDF-based knowledge models for network management

open access: yes, 2003
SMIng (next generation structure of management information), an information model for network management, is a prospective structure of management information. When deploying the multi-agent systems to network management environments, we have established
Yun Yang (18926740), Jun Shen (15131)
core   +1 more source

Harnessing Machine Learning to Understand and Design Disordered Solids

open access: yesAdvanced Intelligent Discovery, EarlyView.
This review maps the dynamic evolution of machine learning in disordered solids, from structural representations to generative modeling. It explores how deep learning and model explainability transform property prediction into profound physical insight.
Muchen Wang, Yue Fan
wiley   +1 more source

RDF vocabulary : Translation of policies with RDF

open access: yes, 2023
Throughout this thesis, we have worked on translating policies into RDF formats andtesting RDF vocabularies. Our goal is to create policies that can be applied to future indus-tries within a circular economy. While Onto-Deside is the primary source of motivation forthis work, we do not focus on it in this thesis.
Garcia Bernabeu, Sergio, Bergdahl, Lukas
openaire   +1 more source

The Semantic Web as a Semantic Soup [PDF]

open access: yes, 2004
The Semantic Web is currently best known for adding metadata to web pages to allow computers to 'understand' what they contain. This idea has been applied to people by the Friend of a Friend project which builds up a network of who people know through ...
Cox, Simon   +3 more
core  

OntoLogX: Ontology‐Guided Knowledge Graph Extraction From Cybersecurity Logs With Large Language Models

open access: yesAdvanced Intelligent Systems, EarlyView.
OntoLogX is an autonomous AI agent that uses large language models to transform unstructured cyber security logs into ontology grounded knowledge graphs. By integrating retrieval augmented generation, iterative correction, and a light‐weight log ontology, OntoLogX produces semantically consistent intelligence that links raw log events to MITRE ATT & CK
Luca Cotti   +4 more
wiley   +1 more source

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