AI For Scientist
AI For Science 创客松
——人工智能驱动的科学研究
Future of AI in
Gravitational wave astronomy
- Potential advancements in AI technology and applications.
- Impact on the field of astronomy and astrophysics.
海量非高斯非稳态
亚原子核级别
超低信噪比
多模态
高维数据结构
引力波观测数据
模式识别
智能降噪
引力波信号识别
智能贝叶斯
参数估计
引力波统计推断
引力理论
量子场论
基本理论检验与颠覆
Interpretability of AI in science
- Exploring the importance of understanding how AI models make predictions in scientific research.
Bayes
AI
- 生成式模型是关键
- 不确定性量化?
- 可控可信的模型?
from 李宏毅
Interpretability of AI in science
- Exploring the importance of understanding how AI models make predictions in scientific research.
Bayes
AI
from 李宏毅
- 生成式模型是关键
- 不确定性量化?
- 可控可信的模型?
Collaboration between AI and human experts
How AI can assist human experts in analyzing and interpreting gravitational wave data (natural science).
- 数据/软件的开源现状
- 学术成果的评判标准
- 专业知识的融合促进
- ...