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The First Conference on Machine Learning in Heliophysics; Amsterdam, Netherlands; September 16-20, 2019

The First Conference on Machine Learning in Heliophysics; Amsterdam, Netherlands; September 16-20, 2019
第一届太阳物理学机器学习会议;
批准号:
1938772
负责人:
Farzad Kamalabadi
金额:
$4.14万
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-08-01 至 2023-01-31

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中文摘要
翻译
这个为期一年的项目是为了使研究生和早期职业研究人员能够参加将于2019年9月16日至20日在荷兰阿姆斯特丹举行的第一届太阳物理学机器学习会议。 这次国际会议完全侧重于在太阳物理学中使用机器学习和信息处理工具和技术,因此涵盖了太阳物理学、日地关系、磁层和电离层物理学等领域。 这次会议的目标是提高目前对太阳物理现象及其动力学的理解,以及我们通过利用机器学习和相关社区的快速发展来预测空间天气事件的能力。 会议的实际目标有两个方面:(一)向国际社会通报太阳物理学中使用机器学习和相关工具和技术的最新进展;(二)将物理学和计算机科学界联系起来,讨论机器学习的重叠和多学科主题。 这个为期一年的项目的研究和EPO议程支持AGS部门在发现,学习,多样性和跨学科研究方面的战略目标。这个奖项反映了NSF的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
英文摘要
This 1-year project is to enable the participation of graduate students and early-career researchers at the first conference on Machine Learning in Heliophysics, which will be held in Amsterdam, Netherlands, during September 16-20, 2019. This international conference is entirely focused on the use of machine learning and information processing tools and techniques in heliophysics, thus encompassing the fields of solar physics, Sun-Earth relationships, magnetospheric and ionospheric physics. The goal of this first-of-its-kind conference is to improve present understanding of heliophysics phenomena and their dynamics, as well as our ability to predict space weather events by leveraging advancements happening at a fast pace in the machine learning and related communities. The practical objective of the conference is two-fold: (i) inform the international community on recent advancements in the use of machine learning and related tools and techniques in heliophysics; and, (ii) connect the physics and the computer science communities on the overlapping and multi-disciplinary topic of machine learning. The research and EPO agenda of this 1-year project supports the Strategic Goals of the AGS Division in discovery, learning, diversity, and interdisciplinary research.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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Collaborative Research: CubeSat Ideas Lab: VIrtual Super-resolution Optics with Reconfigurable Swarms (VISORS)
Travel Support for the Solar Information Processing Workshop; La Roche-en-Ardenne, Belgium; August 18-21, 2014
SHINE: Driving Global Heliospheric Magnetohydrodynamics (MHD) Models with Tomographically-Determined Lower Boundary Conditions
CAREER: Integrated Optical and Radio Ionospheric Remote Sensing and Imaging
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