Page 704 - AI for Good Innovate for Impact
P. 704
AI for Good Innovate for Impact
Use Case 7: AstroOne: Harnessing Multimodal Astronomical
Foundation Models to Pave a New Path for Humanity's Sustainable
Development
Organization: Zhejiang Lab
Country: China
Contact Person(s):
Yangbin Xie xieyangbin@ zhejianglab .org
Dandan Huang huangdandan@ zhejianglab .org
Wanqi Sun sunwanqi@ zhejianglab .org
1 Use Case Summary Table
Item Details
Category Smart home/cities
Problem Addressed AstroOne is expected to address the following challenges:
1. Technological barriers in exploring cosmic origins and identify-
ing habitable exoplanets.
2. Prediction and mitigation of solar activity impacts.
3. Inequities in scientific research and educational resource distri-
bution.
Key Aspects of Solution AI-driven Scientific Interpretation: AstroOne leverages Large
Language Models (LLMs) and Multimodal AI to interpret complex
astronomical data, enabling breakthroughs in the understanding
of cosmic origins and the identification of habitable exoplanets.
Solar Activity Monitoring: By integrating time series data and
predictive modeling, AstroOne uses AI to forecast solar activ-
ity and assess potential impacts, contributing to early warning
systems and space weather mitigation.
Multilingual and Inclusive Access: AstroOne supports multi-lan-
guage interaction, making advanced astronomical tools accessible
to global users regardless of language or region.
Fairness and Bias Mitigation: The system incorporates bias miti-
gation techniques to reduce cultural, gender, and regional biases,
promoting equity in scientific research and education.
Technology Keywords Large Language Models (LLM), Multimodal AI, CLIP (Contrastive
Language-Image Pretraining), Knowledge Distillation, Bias Miti-
gation‐Multi-language
Relevant technical keywords
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