2 papers
cs.LG2025
Fourier-Enhanced Recurrent Neural Networks for Electrical Load Time Series Downscaling
Qi Chen, Mihai Anitescu
We present a Fourier-enhanced recurrent neural network (RNN) for downscaling electrical loads. The model combines (i) a recurrent backbone driven by low-resolution inputs, (ii) exp…
physics.geo-ph2025
Towards Long-Range ENSO Prediction with an Explainable Deep Learning Model
Qi Chen, Yinghao Cui, Guobin Hong +7
El Niño-Southern Oscillation (ENSO) is a prominent mode of interannual climate variability with far-reaching global impacts. Its evolution is governed by intricate air-sea interac…