What types of tasks can CNNs perform on astronomical images?
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- Can GANs be used to create realistic astronomical images or data?
- What are the limitations of PCA? How are independent component analysis techniques used to separate mixed signals in astronomical data?
- How can simulations help us understand the observed properties of binary stars? How are stellar explosions (e.g., supernovae, novae) being modeled computationally?
- What are examples of using information theory in stellar research? How are agent-based models used to simulate astrophysical systems?
- What are some applications of deep learning in stellar research? How are convolutional neural networks used in astronomical image analysis?
- How do astronomers access and utilize HPC facilities? How are data transfer rates and storage capacities impacting astronomical research?
- Are there efforts towards green computing in astronomy?
- How are citizen science projects validated? How is Informatics for Stars used in outreach and education?
- What are the advantages of distributed computing for astronomy?
- What are potential causes of outliers in stellar data?
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