Machine-learning and deep-learning models for reconstructing Gamma-Ray Burst (GRB) light curves during my NAOJ Winter Research Internship (2024–25). Includes LSTM, Bi-LSTM, GRU, Transformer experiments, and classical statistical modeling pipelines.
deep-learning astrophysics time-series-analysis bi-lstm transformer-models gamma-ray-bursts stellar-classification light-curve-reconstruction gru-experiments
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Updated
Nov 27, 2025