AI

WaveFormer: transformer-based denoising method for gravitational-wave data

中国物理学会引力与相对论天体物理分会"2024年学术年会"暨第六届伽利略-徐光启国际会议 | 湖南 · 衡阳

Frontiers of AI in Gravitational Wave Astronomy: From Data Processing to Scientific Discovery

2024年第二届天文大数据与人工智能研讨会 | 北京 · 雁栖湖

Frontiers of AI in Gravitational Wave Astronomy

2024年第一届音频波段引力波天文学研讨会坛 | 广东 · 珠海

WaveFormer: transformer-based denoising method for gravitational-wave data

With the advent of gravitational-wave astronomy and the discovery of more compact binary coalescences, data quality improvement techniques are desired to handle the complex and overwhelming noise in gravitational wave (GW) observational data. Though …

Gravitational wave signal extraction against non-stationary instrumental noises with deep neural network

Sapce-borne gravitational wave antennas, such as LISA and LISA-like mission (Taiji and Tianqin), will offer novel perspectives for exploring our Universe while introduce new challenges, especially in data analysis. Aside from the known challenges …

Advancing Space-Based Gravitational Wave Astronomy: Rapid Detection and Parameter Estimation Using Normalizing Flows

Gravitational wave (GW) astronomy is witnessing a transformative shift from terrestrial to space-based detection, with missions like Taiji at the forefront. While the transition brings unprecedented opportunities for exploring massive black hole …

空间引力波科学数据处理的挑战与人工智能技术应用

2023年第五届全球京师青年学者论坛 · 天文学科分论坛

Gravitational Wave Detection and AI Technology: New Methods for Unveiling the Mysteries of the Universe

International Workshop on Intelligent Computing in Astronomy 'Computing Senses Cosmos' (2023) @Zhejiang Lab, Hangzhou, China https://en.zhejianglab.com/newsevents/AI4Astro/

空间引力波科学数据处理的挑战与人工智能技术应用

2023年“第三届空间科学大会”空间引力波探测和精密测量与引力宇宙 | 浙江·德清 https://cssr.kejie.org.cn/meeting/cssa2023/

引力波探测与AI技术:揭示宇宙奥秘的新手段

2023年“第二届机器学习在天文学中的应用”研讨会. https://machinelearning2023.casconf.cn/