Bayesian Estimation

Presented our work on Energy-Efficient Solar Forecasting with a Neuromorphic–Bayesian State Estimation Approach at the Energy Consequences of Information (ECI) Workshop 2026, held in Santa Fe, NM, USA.

This paper introduces RCUKF, a framework combining Reservoir Computing and Unscented Kalman Filtering to achieve accurate state estimation in complex systems, validated on benchmark problems and real-time vehicle simulations.