[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"item-2055":3},{"id":4,"title":5,"url":6,"summary":7,"summary_zh":8,"content":9,"source_name":10,"source_url":6,"published_at":11,"category":12,"cover_url":9,"hotness":13,"is_selected":14,"score":15,"score_detail":16,"sources":23,"tags":25,"view_count":31,"doi":32,"paper":33,"created_at":60},2055,"Exploring the Genesis Platform Capabilities to Accelerate Scientific Discovery in OPAL","https:\u002F\u002Fdoi.org\u002F10.48550\u002Farxiv.2609.08844","Autonomous, cross-facility science requires capabilities that no individual project should have to build for itself: managed execution for long-lived services, versioned distribution of models to remote compute systems, governed access to large language models, a shared substrate for experimental data, and end-to-end provenance. The U.S. Department of Energy Genesis Mission platform, delivered through the American Science Cloud, provides these as reusable services. This paper reports how the Genesis platform enables cross-facility experiments and accelerates scientific discovery. We explore the plant phenotyping workflow of the Orchestrated Platform for Autonomous Laboratories as the exemplar: it couples Oak Ridge National Laboratory's Advanced Plant Phenotyping Laboratory with the Frontier supercomputer. In a 40-day nickel-treatment campaign, the resulting workflow replaced roughly twelve hours of manual analysis with interactive queries returning in seconds to minutes.","自主的跨设施科学需要任何单个项目都不应自行构建的能力：面向长期运行服务的受管执行、模型向远程计算系统的版本化分发、对大语言模型的受治理访问、实验数据的共享底座，以及端到端溯源。美国能源部Genesis任务平台通过美国科学云交付，将这些能力作为可复用服务提供。本文报告了Genesis平台如何实现跨设施实验并加速科学发现。我们以自主实验室编排平台的植物表型分析工作流为范例进行探讨：该工作流将橡树岭国家实验室的先进植物表型分析实验室与Frontier超级计算机耦合起来。在一项为期40天的镍处理实验中，由此形成的工作流将约12小时的人工分析替换为可在数秒至数分钟内返回结果的交互式查询。",null,"arXiv (Cornell University)","2026-09-08T00:00:00Z","论文",10,false,80,{"impact":17,"substance":18,"depth":17,"authority":19,"freshness":20,"relevant":21,"comment":22},18,22,14,8,1,"美国能源部Genesis平台支撑跨设施自主实验，植物表型工作流将12小时人工分析压缩至秒级查询，对智慧农业科研基础设施与农业AI平台建设有直接借鉴价值。",[24],{"name":10,"url":6},[26,27,28,29,30],"智慧农业","农业人工智能","植物表型","自主实验室","科研数据平台",0,"10.48550\u002Farxiv.2609.08844",{"doi":32,"openalex_id":34,"authors":35,"venue":10,"cited_by_count":31,"oa_url":6,"card":53,"direction":57,"ingested_from":59},"W7212027266",[36,38,41,43,45,47,49,51],{"name":37,"orcid":9},"Daniel Rosendo",{"name":39,"orcid":40},"Renan Souza","https:\u002F\u002Forcid.org\u002F0000-0002-1794-808X",{"name":42,"orcid":9},"Kelsey Carter",{"name":44,"orcid":9},"John Lagergren",{"name":46,"orcid":9},"Frédéric Suter",{"name":48,"orcid":9},"Shelaine Curd",{"name":50,"orcid":9},"David Weston",{"name":52,"orcid":9},"Rafael Ferreira da Silva",{"tldr":54,"method":55,"finding":56,"direction":57,"opportunity":58},"报告Genesis平台如何支撑跨设施植物表型实验，将12小时人工分析缩短为秒级查询。","利用DOE Genesis平台的可复用服务，连接表型实验室与Frontier超算","40天镍处理实验中，工作流将约12小时人工分析替换为秒到分钟级交互查询。","农业遥感与作物表型","可探索跨设施自主实验平台在更多作物逆境表型与实时决策中的通用化与可扩展性。","openalex","2026-09-10T23:30:25.512920Z"]