The Interoperability Challenge in DFT Workflows Across Implementations
Advanced Intelligent Discovery, EarlyView.Interoperability and cross‐validation remain major challenges in the computational materials science. In this work, we introduce a common input/output standard that enables internal translation across multiple workflow managers—AiiDA, PerQueue, Pipeline Pilot, and SimStack—while producing results in a unified schema.
Simon K. Steensen +13 more
wiley +1 more source
BioSharing: curated and crowd-sourced metadata standards, databases and data policies in the life sciences. [PDF]
Database (Oxford), 2016 McQuilton P +6 more
europepmc +1 more source
Metadata Schema Assessment Framework
The ALA Core Metadata Standards Committee developed this rubric to help information professionals evaluate metadata schemas in order to select one that would best fit the needs of a given project.
Corbett, Lauren +1 more
core
Evaluation of metadata workflows for the Glasgow ePrints and DSpace services
, 2006 The institutional repositories at the University of Glasgow which began as part of the DAEDALUS project have developed into an integral part of Glasgow University Library's services.
Robertson, R.J.
core
An Autonomous Large Language Model‐Agent Framework for Transparent and Local Time Series Forecasting
Advanced Intelligent Discovery, EarlyView.Architecture of the proposed large language model (LLM)‐based agent framework for autonomous time series forecasting in thermal power generation systems. The framework operates through a vertical pipeline initiated by natural language queries from users, which are processed by the LLM Agent Core powered by Llama.cpp and a ReAct loop with persistent ...
William Gouvêa Buratto +5 more
wiley +1 more source
Open-source models for development of data and metadata standards. [PDF]
Patterns (N Y)Rokem A +6 more
europepmc +1 more source
Toward Intelligent Multimodal Holography for Real‐Time Chemical Imaging of Dynamic Ion Separation
Advanced Intelligent Discovery, EarlyView.Intelligent multimodal holography integrates digital off‐axis holography, spectroscopic imaging, and AI‐driven reconstruction to visualize ion transport and chemical dynamics in real time. In this perspective paper, we outline how this approach enables label‐free, chemically specific monitoring of complex environments and discuss its potential to ...
Giovanna Ricchiuti +3 more
wiley +1 more source
A case for community metadata standards in cryo-electron tomography. [PDF]
Emerg Top Life SciWan W.
europepmc +1 more source
Ontology-based meta-framework for metadata interoperability
, 2009 In the current information environment where various types of resources coexist with heterogeneous formats of metadata standards, efforts have been made to achieve metadata interoperability in order to utilize multiple metadata standards and to (re)use ...
Lee, Seungmin
core
Autonomous AI‐Driven Design for Skin Product Formulations
Advanced Intelligent Discovery, EarlyView.This review presents a comprehensive closed‐loop framework for autonomous skin product formulation design. By integrating artificial intelligence‐driven experiment selection with automated multi‐tiered assays, the approach shifts development from trial‐and‐error to intelligent optimisation.
Yu Zhang +5 more
wiley +1 more source