Kei Ishida

Publication Activity (10 Years)

Years Active: 2021-2021
Publications (10 Years): 4

Top Topics

Rainfall Runoff

Convolutional Neural Network

Learning Models

Top Venues

Publications

Takeyoshi Nagasato, Kei Ishida, Ali Ercan, Tongbi Tu, Masato Kiyama, Motoki Amagasaki, Kazuki Yokoo
Extension of Convolutional Neural Network along Temporal and Vertical Directions for Precipitation Downscaling. CoRR (2021)
Kei Ishida, Ali Ercan, Takeyoshi Nagasato, Masato Kiyama, Motoki Amagasaki
Use of 1D-CNN for input data size reduction of LSTM in Hourly Rainfall-Runoff modeling. CoRR (2021)
Kei Ishida, Masato Kiyama, Ali Ercan, Motoki Amagasaki, Tongbi Tu, Makoto Ueda
Multi-Time-Scale Input Approaches for Hourly-Scale Rainfall-Runoff Modeling based on Recurrent Neural Networks. CoRR (2021)
Kazuki Yokoo, Kei Ishida, Ali Ercan, Tongbi Tu, Takeyoshi Nagasato, Masato Kiyama, Motoki Amagasaki
Capabilities of Deep Learning Models on Learning Physical Relationships: Case of Rainfall-Runoff Modeling with LSTM. CoRR (2021)