Avigyan Chatterjee
Machine Learning and Seismology Researcher at Lawrence Livermore National Laboratory
- Role
- Postdoctoral Researcher at Lawrence Livermore National Laboratory
- Location
- Livermore, CA, US
- LinkedIn followers
- 500 followers
About Avigyan Chatterjee
My research primarily revolves around the utilization of cutting-edge techniques in deep learning and machine learning to analyze substantial seismic waveform datasets. The overarching objective is to gain a more profound insight into earthquake rupture mechanisms and their implications for seismic risks. I have a strong focus on advancing data science research by synergizing sophisticated physical models with concepts from big data and scientific machine learning.
Experience
Postdoctoral Researcher
Lawrence Livermore National Laboratory
Jan 2025 — Present · Livermore, CA, US
Designing and implementing advanced AI/ML models and scalable software solutions for real-time seismic event detection and forecasting. Driving innovation in seismic data analysis by developing robust machine learning algorithms and integrating them into operational workflows. Collaborating with multidisciplinary teams to deliver impactful, high-performance geoscience applications.
Education
St. Patrick's H.S. School, Asansol
ICSE, ISC
2001 — 2014
The University of Texas at Austin
Doctor of Philosophy - PhD
2021 — 2022
University of Oregon
Master of Science - MS
2019 — 2021
Indian Institute of Science Education & Research (IISER), Kolkata
Integrated BS-MS
2014 — 2019
University of Nevada, Reno
Doctor of Philosophy - PhD
2022 — 2024
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