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EOSC-Pillar Ambassadors Programme - Use case: FAIR Data for Earth Sciences
[article]
2022
Zenodo
Preserved Fulltext
FAIR data and workflow efforts are a response to the increasing volume and complexity of scientific data. ...
Particularly the environmental and earth sciences require a large amount of heterogeneous data. ...
and provision of services to support the use-case: VRE, storage and computing facilities, archive for source code, discovery service By enabling collaboration between national and European data infrastructures ...
doi:10.5281/zenodo.6584736
fatcat:d2aczzx5bveszo7ell2xvndqsq
From Data to Knowledge to Discoveries: Artificial Intelligence and Scientific Workflows
2009
Scientific Programming
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important aspects of scientific exploration and discovery. ...
Scientific computing has entered a new era of scale and sharing with the arrival of cyberinfrastructure facilities for computational experimentation. ...
Acknowledgements This research was supported by the National Science Foundation under grant CCF-0725332. ...
doi:10.1155/2009/167604
fatcat:ydfv3sqmkjdwxj4dxmimkdid2e
The Materials Data Facility: Data Services to Advance Materials Science Research
2016
JOM: The Member Journal of TMS
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The materials data facility (MDF) operates two cloudhosted services, data publication and data discovery, with features to promote open data sharing, self-service data publication and curation, and encourage ...
data reuse, layered with powerful data discovery tools. ...
SUMMARY AND FUTURE WORK MDF provides scalable and robust data publication and discovery services for the materials science community. ...
doi:10.1007/s11837-016-2001-3
fatcat:n63zguwhbvddzo2fes6btakysu
EU-Brazil Open Data and Cloud Computing e-Infrastructure for Biodiversity
2013
International Workshop on Science Gateways
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This e-Infrastructure provides access to several integrated services and resources to seamlessly aggregate taxonomic, biodiversity and climate data, used by processing services implementing checklist cross-mapping ...
The project deploys the EU-Brazil cloudbased e-infrastructure that allows the sharing of hardware, software and data on-demand. ...
These services include infrastructure management facilities (e.g., VRE deployment facilities, user management, resource management) and user collaboration (e.g., shared workspace, data discovery facilities ...
dblp:conf/iwsg/AmaralBBCCGGJLPCQRRT13
fatcat:5je7xodkczeb5g2n55tvqpcfhu
BEAM: A Computational Workflow System for Managing and Modeling Material Characterization Data in HPC Environments
2016
Procedia Computer Science
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at Oak Ridge National Laboratory's (ORNL) Compute and Data Environment for Science (CADES) and HPC environments like Titan at the Oak Ridge Leadership Computing Facility (OLCF). ...
This framework delivers authenticated, "push-button" execution of complex user workflows that deploy data analysis algorithms and computational simulations utilizing the converged compute-and-data infrastructure ...
It enables users to easily configure and dynamically generate complex data analysis and simulation workflows designed for a variety of HPC platforms. ...
doi:10.1016/j.procs.2016.05.410
fatcat:dmomdc3emnglpi4tg7dcsyhw2a
Scientific AI in materials science: a path to a sustainable and scalable paradigm
[article]
2020
arXiv
pre-print
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We provide a brief introduction to AI in materials science and engineering, followed by detailed discussions of each of the opportunities and paths forward. ...
Recently there has been an ever-increasing trend in the use of machine learning (ML) and artificial intelligence (AI) methods by the materials science, condensed matter physics, and chemistry communities ...
We have proposed five cross-cutting paths forward for each opportunity: Cross-disciplinary Collaboration -Reinvigorated collaboration among the domains of materials science and engineering, computer science ...
arXiv:2003.08471v1
fatcat:5bskrkxhsvfxbhot5dh3z5ynea
AstroTaverna—Building workflows with Virtual Observatory services
2014
Astronomy and Computing
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Acknowledgments We would like to explicitly acknowledge the priceless contribution of Taverna developer Stian Soiland-Reyes, from the School of Computer Science at the University of Manchester, technical ...
to preserve the scientific methodology, facilitating the reuse and exchange of digital knowledge, and to enable the inspection of the reproducibility of scientific investigation results. ...
It supports open science and open data access. ...
doi:10.1016/j.ascom.2014.09.002
fatcat:gpbum424jbahvodxlh2h76ucxe
Towards Lightweight Data Integration using Multi-workflow Provenance and Data Observability
[article]
2023
arXiv
pre-print
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However, the heterogeneous nature of science poses challenges such as dealing with multiple supporting tools, cross-facility environments, and efficient HPC execution. ...
Integrated data analysis plays a crucial role in scientific discovery, especially in the current AI era, by enabling Responsible AI development, FAIR, Reproducibility, and User Steering. ...
To facilitate cross-facility scientific discovery, we proposed a generic system architecture for data integration. ...
arXiv:2308.09004v1
fatcat:pvjqpnik75egjbayl2rizbefh4
Enabling Quantitative Data Analysis Through e-Infrastructure
2009
Social science computer review
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data analysis in the social sciences. ...
We conclude by discussing how these issues are relevant to the Data Management through e-Social Science (DAMES) research Node, an ongoing project that aims to develop e-Infrastructural resources for quantitative ...
Faster discovery of new drugs and a better understanding of climate change and its environmental impacts are just two examples of research enabled through e-Infrastructure (Research Councils UK e-Science ...
doi:10.1177/0894439309332647
fatcat:fgmc332ounerpk5z7ubkkd6xpu
HCI Empowered Literature Mining for Cross-Domain Knowledge Discovery
[chapter]
2013
Lecture Notes in Computer Science
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the presented system is its powerful cross-context and cross-domain document exploration facility through bridging term discovery aimed at finding potential cross-domain linking terms. ...
Term ranking based on the developed ensemble heuristic enables the expert to focus on cross-context terms with greater potential for cross-context link discovery. ...
We use workflow diagrams to present the cross-domain knowledge discovery methodology implemented in CrossBee. ...
doi:10.1007/978-3-642-39146-0_12
fatcat:rmsquslqpnblvc4ec4hcazym54
DataFed: Towards Reproducible Research via Federated Data Management
[article]
2020
arXiv
pre-print
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DataFed provides web-based and command-line interfaces to manage data and integrate with complex scientific workflows. ...
DataFed represents a step towards reproducible scientific research by enabling reliable staging of the correct data at the desired environment. ...
Federating heterogeneous scientific facilities into a common data network enables the data access needs of complex cross-facility collaborations and workflows. ...
arXiv:2004.03710v1
fatcat:y645uounzbcq3bdkkalrtqrdzm
An Evolving Solar Data Environment
[article]
2018
arXiv
pre-print
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The rapid growth of solar data is driving changes in the typical workflow and algorithmic approach to solar data analysis. ...
of space-based datasets including those from the multi-petabyte Solar Dynamics Observatory and the Hinode and Interface Region Imaging Spectrograph (IRIS) missions are made available to the community through ...
It incorporates HER services and enables citizen-science activities. ...
arXiv:1806.11210v1
fatcat:u5nmzpg7gre4pen33tnd3kkava
LAPPS/Galaxy: Current State and Next Steps
2016
International Workshop on Worldwide Language Service Infrastructure
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The US National Science Foundation (NSF) SI 2 -funded LAPPS Grid project has developed an open-source platform for enabling complex analyses while hiding complexities associated with underlying infrastructure ...
It provides sophisticated tool integration and history capabilities, a workflow system for building automated multi-step analyses, state-of-the-art evaluation capabilities, and facilities for sharing and ...
Acknowledgements The work described here is supported by US National Science Foundation awards ACI-1147912, ACI-1147944, ACI-1547621, and ACI-1547270, and a grant from the Mellon Foundation. ...
dblp:conf/wlsi/IdeSNPV16
fatcat:3lsomls25zgrdpgptnshidfa6i
A Semantic Grid Oriented to E-Tourism
[chapter]
2009
Lecture Notes in Computer Science
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Note that this fulltext copy is not of the "primary" version of this work. The version it corresponds to is:
2009 pre-print arXiv:0911.3945v1 fatcat:c5tlernftzgbre2bcaitpjsvle
Currently several enabling technologies such as semantic Web, Web service, agent and grid computing have been applied in the different e-Tourism applications, however there is no a unified framework to ...
promising e-Tourism framework based on emerging semantic grid, in which a number of key design issues are discussed including architecture, ontologies structure, semantic reconciliation, service and resource discovery ...
Specially, the agent facilities are set up through JADE (Java Agent Development Evnironment) [34] with extensions of reasoning and workflow engines: JESS (Java Expert System Shell) [29] and Wade (Workflow ...
doi:10.1007/978-3-642-10665-1_44
fatcat:adxk2vmqzfaypcgiitgsh4f6ya
Chemical Proteomic Strategy Utilizing a Chloroalkane Capture Tag for Target Discovery
2019
Journal of Biomolecular Techniques
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Following binding to the targets inside cells, UV-induced photo-crosslinking preserves the interactions with intracellular targets and enables efficient enrichment of those targets through their covalent ...
significantly improving the FFPE sample processing workflow, and greatly reducing the possibility of cross contamination and handling errors. ...
Following binding to the targets inside cells, UV-induced photocrosslinking preserves the interactions with intracellular targets and enables efficient enrichment of those targets through their covalent ...
pmid:31896974
pmcid:PMC6938056
fatcat:5yoc3fwhtngb5i3j6guetvxddi
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