1 Introduction  
2 LLMs in General Science  
3 LLMs in Mathematics  
4 LLMs in Physics  
5 LLMs in Chemistry and Materials Science  
6 LLMs in Biology and Medicine  
7 LLMs in Geography, Geology, and Environmental Science  
8 Challenges and Future Directions