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cs.LG2026
Seasonal and Quantum-inspired Models for Neutron Monitor Time Series Forecasting
Krishna Bhatia, Shalini Devendrababu, Srinjoy Ganguly
We present a focused and reproducible study of multi-horizon forecasting on the Lomnicky Stit neutron monitor (LMKS) time series. Our evaluation suite covers simple seasonal baseli…
cs.LG2026
Kraus Constrained Sequence Learning For Quantum Trajectories from Continuous Measurement
Priyanshi Singh, Krishna Bhatia
Real-time reconstruction of conditional quantum states from continuous measurement records is a fundamental requirement for quantum feedback control, yet standard stochastic master…