Explainable machine learning model for multi-step forecasting of reservoir inflow with uncertainty quantification
Author:
Publisher
Elsevier BV
Subject
Ecological Modeling,Environmental Engineering,Software
Reference36 articles.
1. Long-term streamflow prediction using hybrid SVR-ann based on Bayesian model averaging;Abbasi;J. Hydrol. Eng.,2022
2. A novel attention-based LSTM cell post-processor coupled with bayesian optimization for streamflow prediction;Alizadeh;J. Hydrol.,2021
3. Deep evidential regression;Amini;Adv. Neural Inf. Process. Syst.,2020
4. Long lead-time daily and monthly streamflow forecasting using machine learning methods;Cheng;J. Hydrol.,2020
5. Effective improvement of multi-step-ahead flood forecasting accuracy through encoder-decoder with an exogenous input structure;Cui;J. Hydrol.,2022
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