Publications by authors named "Arun Sathanur"
A clustering-based biased Monte Carlo approach to protein titration curve prediction.
Proc Int Conf Mach Learn Appl
December 2020
Article Synopsis
- Developed a new method to compute ensemble averages in systems with pairwise-additive interactions, addressing challenges posed by full enumeration which is complex and time-consuming.
- Improved efficiency of Markov Chain Monte Carlo (MCMC) algorithms by leveraging the structure of interaction energy, enhancing sampling in cases with strong energetic coupling.
- Validated the effectiveness of the new biased MCMC methods through tests on both synthetic and real-world systems, particularly focusing on calculating protonation ensemble averages and titration curves in proteins.
The awareness about software vulnerabilities is crucial to ensure effective cybersecurity practices, the development of high-quality software, and, ultimately, national security. This awareness can be better understood by studying the spread, structure and evolution of software vulnerability discussions across online communities. This work is the first to evaluate and contrast how discussions about software vulnerabilities spread on three social platforms-Twitter, GitHub, and Reddit.
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