WORKFLOWS

作品数：38被引量：30H指数：4
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相关领域：自动化与计算机技术更多>>
相关作者：卢光松葛运建尹进刘畅华芳更多>>
相关机构：合肥工业大学中国科学院天津师范大学山东大学更多>>
相关期刊：《The Journal of China Universities of Posts and Telecommunications》《International Journal of Digital Earth》《IEEE/CAA Journal of Automatica Sinica》《Computers, Materials & Continua》更多>>
相关基金：国家自然科学基金瑞士科学基金国家教育部博士点基金国家高技术研究发展计划更多>>
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Benchmarking data handling strategies for landslide susceptibility modeling using random forest workflows
《Artificial Intelligence in Geosciences》2024年第1期320-335,共16页Guruh Samodra Ngadisih Ferman Setia Nugroho 
Machine learning(ML)algorithms are frequently used in landslide susceptibility modeling.Different data handling strategies may generate variations in landslide susceptibility modeling,even when using the same ML algor...
关键词：LANDSLIDE Machine learning Random forest Sampling strategies Spatial cross validation Hyperparameter tuning SUSCEPTIBILITY 
Sher: A Secure Broker for DevSecOps and CI/CD Workflows
《Journal of Software Engineering and Applications》2024年第5期321-339,共19页Pranau Kumar Vijay K. Madisetti 
GitHub Actions, a popular CI/CD platform, introduces significant security challenges due to its integration with GitHub’s open ecosystem and its use of flexible workflow configurations. This paper presents Sher, a Py...
关键词：CI/CD Pipelines GitHub GitOps DevSecOps ISOLATION Security SAST 
From electrons to phase diagrams with machine learning potentials using pyiron based automated workflows
《npj Computational Materials》2024年第1期454-468,共15页Sarath Menon Yury Lysogorskiy Alexander L.M.Knoll Niklas Leimeroth Marvin Poul Minaam Qamar Jan Janssen Matous Mrovec Jochen Rohrer Karsten Albe Jörg Behler Ralf Drautz Jörg Neugebauer 
The workflows,potentials,and results presented here were obtained in the framework of the POTENTIALS collaboration and scientific network“Assessment of atomistic simulations”with funding from the German Science Foundation(DFG)(grant number 405602047);S.M.acknowledges funding by the Deutsche Forschungsgemeinschaft(DFG,German Research Foundation)under the National Research Data Infrastructure-NFDI 38/1-project number 460247524;J.B.acknowledges funding by the DFG(project number 405479457 as part of PAK 965/1);A.K.acknowledges funding by the Studienstiftung des Deutschen Volkes(doctoral scholarship);N.L.and J.R.acknowledge funding by the Deutsche Forschungsgemeinschaft(DFG,German Research Foundation)under grant number 405621137;K.A.acknowledges funding from the the DFG undergrant number 405621160;M.M.and R.D.acknowledge funding by the German Science Foundation(DFG),projects 405621081 and 405621217.R.D.and Y.L.acknowledge computation time by Center for Interface-Dominated High Performance Materials(ZGH)at Ruhr-Universität Bochum,Germany;J.J.and J.N.acknowledge funding by the DFG under grant number 405621217.M.P.and J.N.acknowledge funding from the DFG under grant number 405621160.
We present a comprehensive and user-friendly framework built upon the pyiron integrated development environment(IDE),enabling researchers to perform the entire Machine Learning Potential(MLP)development cycle consisti...
关键词：alloy phase NEURAL 
Think global,cube local:an Earth Observation Data Cube’s contribution to the Digital Earth vision被引量：1
《Big Earth Data》2023年第3期831-859,共29页Martin Sudmanns Hannah Augustin Brian Killough Gregory Giuliani Dirk Tiede Alex Leith Fang Yuan Adam Lewis 
the Austrian Research Promotion Agency(FFG)under the Austrian Space Application Programme(ASAP)within the projects Sen2Cube.at(project no.:866016);SemantiX(project no.:878939);SIMS(project no.:885365).
The technological landscape for managing big Earth observation(EO)data ranges from global solutions on large cloud infrastructures with web-based access to self-hosted implementations.EO data cubes are a leading techn...
关键词：Earth Observation data cube Digital Earth INTEROPERABILITY WORKFLOWS open data cube 
A review of mobile robot motion planning methods:from classical motion planning workflows to reinforcement learning-based architectures被引量：4
《Journal of Systems Engineering and Electronics》2023年第2期439-459,共21页DONG Lu HE Zichen SONG Chunwei SUN Changyin 
supported by the National Natural Science Foundation of China (62173251);the“Zhishan”Scholars Programs of Southeast University;the Fundamental Research Funds for the Central Universities;Shanghai Gaofeng&Gaoyuan Project for University Academic Program Development (22120210022)
Motion planning is critical to realize the autonomous operation of mobile robots.As the complexity and randomness of robot application scenarios increase,the planning capability of the classical hierarchical motion pl...
关键词：mobile robot reinforcement learning(RL) motion planning multi-robot cooperative planning 
SMAF:a secure and makespan-aware framework for executing serverless workflows被引量：1
《Science China(Information Sciences)》2023年第3期291-292,共2页Shuai ZHANG Yunfei GUO Zehua GUO Hongchao HU Guozhen CHEN 
supported by National Natural Science Foundation of China(Grant Nos.62072467,62002019,62002383);National Key Research and Development Plan of China(Grant Nos.2021YFB1006200,2021YFB1006201);Beijing Institute of Technology Research Fund Program for Young Scholars.
Serverless computing,or function-as-a-service(FaaS),is an emerging service provision paradigm in cloud computing.Workflow,which comprises a set of tasks with datadependent on each other,is a typical application abstra...
关键词：SERVER SERVICE SERVER 
Towards high-throughput many-body perturbation theory: efficient algorithms and automated workflows
《npj Computational Materials》2023年第1期1609-1618,共10页Miki Bonacci Junfeng Qiao Nicola Spallanzani Antimo Marrazzo Giovanni Pizzi Elisa Molinari Daniele Varsano Andrea Ferretti Deborah Prezzi 
This work was supported by:the Centre of Excellence“MaX-Materials Design at the Exascale”funded by European Union(H2020-EINFRA-2015-1,Grant No.676598,H2020-INFRAEDI-2018-1,Grant No.824143,HORIZON-EUROHPC-JU-2021-COE-1,Grant No.101093324);the European Union’s Horizon 2020 research and innovation program(BIG-MAP,Grant No.957189,also part of the BATTERY 2030+initiative,Grant No.957213);SUPER(Supercomputing Unified Platform-Emilia-Romagna)from Emilia-Romagna PORFESR 2014-2020 regional funds;the Italian national program PRIN20172017BZPKSZ“Excitonic insulator in two-dimensional long-range interacting systems”;the ICSC-Centro Nazionale di Ricerca in High Performance Computing,Big Data and Quantum Computing,funded by European Union-NextGenerationEU-PNRR,Missione 4 Componente 2 Investimento 1.4;the Swiss National Science Foundation(SNSF)Project Funding(Grant No.200021E_206190“FISH4DIET”);NCCR MARVEL,a National Centre of Competence in Research,funded by the Swiss National Science Foundation(Grant No.205602).Computational time on the Marconi100 and Galileo100 machines at CINECA was provided by the Italian ISCRA program.
The automation of ab initio simulations is essential in view of performing high-throughput(HT)computational screenings oriented to the discovery of novel materials with desired physical properties.In this work,we prop...
关键词：properties PERTURBATION THEORY 
Mobility-Aware and Energy-Efficient Task Offloading Strategy for Mobile Edge Workflows被引量：1
《Wuhan University Journal of Natural Sciences》2022年第6期476-488,共13页QIN Zhiwei LI Juan LIU Wei YU Xiao 
Supported by the National Natural Science Foundation of China(62102292);the Hubei Key Laboratory of Intelligent Robot(Wuhan Institute of Technology) of China(HBIRL202103,HBIRL202204);Science Foundation Research Project of Wuhan Institute of Technology of China(K202035);Graduate Innovative Fund of Wuhan Institute of Technology of China(CX2021265)。
With the rapid growth of the Industrial Internet of Things(IIoT), the Mobile Edge Computing(MEC) has coming widely used in many emerging scenarios. In MEC, each workflow task can be executed locally or offloaded to ed...
关键词：workflow application task offloading energy saving heuristic algorithm mobile edge computing 
Efficient Computation Offloading of IoT-Based Workflows Using Discrete Teaching Learning-Based Optimization
《Computers, Materials & Continua》2022年第11期3685-3703,共19页Mohamed K.Hussein Mohamed H.Mousa 
As the Internet of Things(IoT)and mobile devices have rapidly proliferated,their computationally intensive applications have developed into complex,concurrent IoT-based workflows involving multiple interdependent task...
关键词：High-performance computing internet of things(IoT) mobile edge computing(MEC) WORKFLOWS computation offloading teaching learning-based optimization 
3D extrusion of multi-biomaterial lattices using an environmentally informed workflow
《Frontiers of Architectural Research》2022年第4期691-708,共18页Vasiliki Panagiotidou Andreas Koerner Marcos Cruz Brenda Parker Bastian Beyer Sofoklis Giannakopoulos 
the UKRI Interdisciplinary Circular Economy Centre for Mineral-based Construction Materials(EP/v011820/1).
The conventional building material palette has been proven limited in terms of adaptability to our current environmental challenges. Innovations in computational design and digital manufacturing have supported the bro...
关键词：Hydrogels Multi-biomaterials Hygroscopic properties Pneumatic extrusion Environmentally informed deposition Integrated workflows 
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