Time series prediction model using LSTM-Transformer neural network for mine water inflow
Author:
Funder
the Ministry of Education's Humanities and Social Sciences Research Youth Fund Project
Publisher
Springer Science and Business Media LLC
Link
https://www.nature.com/articles/s41598-024-69418-z.pdf
Reference48 articles.
1. Hu, W. Y. & Yan, L. Analysis and consideration on prediction problems of mine water inflow volume. Coal Sci. Technol. 44(1), 13–18+38. https://doi.org/10.13199/j.cnki.cst.2016.01.003 (2016).
2. He, X. L., Pu, Z. G. & Ding, X. Improved methods for prediction of mine water inflow and determination of accuracy of results. Coal Sci. Technol. 48(08), 229–236. https://doi.org/10.13199/j.cnki.cst.2020.08.029 (2020).
3. Liu, C. & Fan, Y. Emergent fractal energy landscape as the origin of stress-accelerated dynamics in amorphous solids. Phys. Rev. Lett. 127, 215502. https://doi.org/10.1103/PhysRevLett.127.215502 (2021).
4. Wang, Y. & Fan, Y. Incident velocity induced nonmonotonic aging of vapor-deposited polymer glasses. J. Phys. Chem. B 124, 5740–5745. https://doi.org/10.1021/acs.jpcb.0c02335 (2020).
5. Liu, C. et al. Unraveling the non-monotonic ageing of metallic glasses in the metastability-temperature space. Comput. Mater. Sci. 172, 109347. https://doi.org/10.1016/j.commatsci.2019.109347 (2020).
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