Long-term multivariate time series forecasting aims to forecast \(\widehat{Y}\) with a larger value of H (\(H\gg 1\)). Multi-step forecasting can be categorized into two types: iterated multi-step (IMS)46 forecasting and direct multi-step (DMS)47 forecasting. IMS forecasting iteratively...
TiDE - Long-term Forecasting with TiDE: Time-series Dense Encoder [arXiv 2023] [Code]. FiLM - FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting [NeurIPS 2022][Code]. MICN - MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting...
Two-Scale Numerical Method for the Long-Term Forecast of the Drift of Objects in an Ocean with Tide and WindThe drift of objects in the coastal ocean waters is potentially dangerous for human activities and marine ecosystems. For instance, drifting containers may cause serious accidents in the ...
However, accurate predictions of tide levels could not be obtained without a large number of tide measurements by the harmonic method. An application of the back-propagation neural network using short-term measuring data is presented in this paper. On site tidal level data at Taichung Harbor in ...
Long term object drift in the ocean with tide and wind In this paper, we propose a new method to forecast the drift of objects in near coastal ocean on a period of several weeks. The proposed approach consists ... P Ailliot,E Frénod,V Monbet - 《Siam Journal on Multiscale Modeling ...
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Friday is forecast, right now, to be in the mid to upper 40ºs, dropping to freezing overnight and Saturday only rising to the upper 30ºs. There’s also the possibility of rain, turning into snow showers overnight and into Saturday morning. ...
the Federal Reserve also needs to turn monetary policy into unconventional as soon as possible, and adjust its structure. For example, the scope of government's purchase of assets should be expanded to risk assets, the purchase of short-term debt should be increased, and the transition from mo...
re still in the early phases of cloud adoption in general. The ability to take advantage of technologies that are forward-thinking, to take advantage of the cloud, plus the things we don’t know about that will emerge in two or three or five years—the long-term benefits of cloud ...