Jia-Yi Liou

Fusing stacked autoencoder and long short-term memory for regional multistep-ahead flood inundation forecasts

I-Feng Kao, Jia-Yi Liou, Meng-Hsin Lee et al. · Journal of Hydrology · 2021 · 114 citations

Natural Resources, Hydrology, Meteorology +14

Spatial-temporal flood inundation nowcasts by fusing machine learning methods and principal component analysis

Li‐Chiu Chang, Jia-Yi Liou, Fi‐John Chang · Journal of Hydrology · 2022 · 83 citations

Natural Resources, Hydrology, Meteorology +13

Advancing climate-resilient flood mitigation: Utilizing transformer-LSTM for water level forecasting at pumping stations

Pu-Yun Kow, Jia-Yi Liou, Ming-Ting Yang et al. · The Science of The Total Environment · 2024 · 48 citations

Natural Resources, Hydrology, Water Resources Management +12

Watershed groundwater level multistep ahead forecasts by fusing convolutional-based autoencoder and LSTM models

Pu-Yun Kow, Jia-Yi Liou, Wei Sun et al. · Journal of Environmental Management · 2023 · 18 citations

Natural Resources, Earth Sciences, Hydrology +16

Hybridization of cellulose nanofiber with amine-polymers and its ability on sick house syndrome gas decomposition

Masaki Ujihara, Min-Hsuan Hsu, Jia-Yi Liou et al. · Journal of the Taiwan Institute of Chemical Engineers · 2018 · 10 citations

Natural Sciences, Materials Engineering, Materials Science +14