About and Motivation
I have figured that properly doing a research at the Ph.D. level requires reading and digesting lots and lots of academic papers. And considering that there should be a procedure to categorize them and have all the information in one place so it should be reviewed and analyzed later, I decided to create this page and follow the progress.
So, this section will contain the summaries to academic papers which I have read and current status of each one.
A general note on the reading/summarizing procedure is as follows:
- Add the paper to Zotero.
- Phase 1
- Title, Abstract, Introduction
- Structure
- Conclusion
- Evaluation
- Phase 2
- Skim
- Figures
- Important References
- Annotate Key Points
- Short Summary
- Phase 3
- Read Thoroughly
- Jot Down Ideas
- Re-implement
- Identify Strong and Weak Points/Arguments
- Identify Implicit Assumptions
A Sample Paper Summary Structure
Use the Paper Template to get access to the structure I use for creating the paper summaries
Chronological list of papers read
- Differentiable programming for Differential Equations: A Review
- (2024, arXiv, DOI Link)
- Summary
- Phase 1 - 2024.10.07
- Phase 2 -
- Phase 3 -
- AdaptiveBandit: A Multi-armed Bandit Framework for Adaptive Sampling in Molecular Simulations
- (2020, JCTC, DOI Link)
- Summary 2020_JCTC_AdaptiveBandit
- Phase 1 - 2024.10.10
- Phase 2 -
- Phase 3 -