AI/MLData ScienceResearchGroup Project2025 - 2026

Indonesian Earthquake Markov Chain Model

A data-driven AI project that models earthquake activity in Indonesia using a first-order Markov Chain, published at the 2026 IEEE INFINITYS conference.

AI Researcher

Problem

Earthquake prediction in Indonesia needs better probabilistic modeling approaches that can handle uncertainty and state transitions.

My Contribution

Worked on data analysis, Markov Chain modeling, model evaluation, and academic documentation.

Impact

Published in the proceedings of the 2026 IEEE International Conference on Instrumentation, Networks, Future Sustainability, Information Theory, Transportation, and Systems (INFINITYS) and available on IEEE Xplore.

Lesson Learned

Combining domain knowledge with mathematical models reveals insights that pure data exploration misses.

Tech Stack

PythonData ScienceMarkov ChainStatisticsResearch

GitHub Research Paper IEEE Xplore

Project Media

Indonesian Earthquake Markov Chain Model poster

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