Artificial Intelligence and astrophysics

In summary, a student is looking for suggestions on a topic for an extra credit writing assignment related to the intersection of astrophysics and artificial intelligence. They are interested in exploring a specific technique or relevant paper, and potentially coding a simpler version of an algorithm related to this topic. Some potential topic suggestions include AI in the SETI field, expert systems used by NASA, and theoretical concepts such as Bracewell and Von Neumann probes.
  • #1
carllacan
274
3
Hi.

My Astrophysics teacher has offered us to do an extra credit writing assignment, whose topic we can choose. I'd like to do something on the relation of astrophysics and artificial intelligence, but I don't know what to pick. I'd appreciate if you could suggest some topics I could talk about: an interesting technique or a relevant paper.

I've studied some CS on my own, so I would love to code a simpler version of an algorithm; do you know of something that an undergraduate could understand (even if not completely) and replicate (in a simplified way)?

Thank you for your time.
 
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  • #2
carllacan said:
Hi.

My Astrophysics teacher has offered us to do an extra credit writing assignment, whose topic we can choose. I'd like to do something on the relation of astrophysics and artificial intelligence, but I don't know what to pick. I'd appreciate if you could suggest some topics I could talk about: an interesting technique or a relevant paper.

I've studied some CS on my own, so I would love to code a simpler version of an algorithm; do you know of something that an undergraduate could understand (even if not completely) and replicate (in a simplified way)?

Thank you for your time.
Can you think of any AI related topics in the SETI field? :smile:
 
  • #3
This might help http://arxiv.org/abs/1202.2523, Evolutionary Computation in Astronomy and Astrophysics: A Review.
 
  • #4
carllacan said:
Hi.

My Astrophysics teacher has offered us to do an extra credit writing assignment, whose topic we can choose. I'd like to do something on the relation of astrophysics and artificial intelligence, but I don't know what to pick. I'd appreciate if you could suggest some topics I could talk about: an interesting technique or a relevant paper.

I've studied some CS on my own, so I would love to code a simpler version of an algorithm; do you know of something that an undergraduate could understand (even if not completely) and replicate (in a simplified way)?

Thank you for your time.
We are still a very long way from developing true artificial intelligence. However, we have already developed numerous expert systems which could be applicable. The further away from Earth we explore the more we are going to rely on those expert systems to be able to make decisions on their own because the communication times with Earth will make it impractical for us to make those decisions on Earth. The Spacecraft Health Inference Engine (SHINE) expert system currently in use by NASA/JPL is a good example.

The C Langauge Integrated Production System (CLIPS) is another NASA/Johnson Space Center expert system that was developed in 1985. The Wikipedia article includes a code snippet from CLIPS.

Sources:
https://en.wikipedia.org/wiki/Expert_system
https://en.wikipedia.org/wiki/SHINE_Expert_System
https://en.wikipedia.org/wiki/CLIPS
http://www.siliconvalleyone.com/founder/clips/index.htm
 

1. What is the role of Artificial Intelligence in astrophysics?

Artificial Intelligence (AI) plays a significant role in astrophysics by helping scientists analyze and interpret large amounts of complex data. AI algorithms can process data faster and more accurately than humans, allowing researchers to identify patterns and make new discoveries.

2. How does Artificial Intelligence aid in the search for exoplanets?

AI is used in the search for exoplanets by analyzing data from telescopes and identifying potential signals of orbiting planets. This can help narrow down the search for habitable worlds and increase the chances of finding new exoplanets.

3. Can Artificial Intelligence be used to predict astronomical events?

Yes, AI can be used to predict astronomical events such as supernovae, gamma-ray bursts, and gravitational lensing. By analyzing data from previous events, AI algorithms can make predictions about when and where these events may occur in the future.

4. What are some challenges of using Artificial Intelligence in astrophysics?

Some challenges of using AI in astrophysics include the need for large amounts of high-quality data, the complexity of data processing and analysis, and the potential for bias in AI algorithms. Additionally, AI cannot replace the human intuition and creativity needed for scientific discovery.

5. How can Artificial Intelligence benefit the future of astrophysics?

Artificial Intelligence has the potential to revolutionize the field of astrophysics by helping scientists analyze vast amounts of data, make new discoveries, and make predictions about astronomical events. It can also aid in the development of new technologies and instruments for observing and studying the universe.

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