Takumi Honda

Assimilating All-Sky Himawari-8 Satellite Infrared Radiances: A Case of Typhoon Soudelor (2015)

Takumi Honda, Takemasa Miyoshi, Guo‐Yuan Lien et al. · Monthly Weather Review · 2018 · 191 citations · Full text

Earth Observation, Engineering, Weather Forecasting +23

Assimilation of Himawari‐8 All‐Sky Radiances Every 10 Minutes: Impact on Precipitation and Flood Risk Prediction

Takumi Honda, Shunji Kotsuki, Guo‐Yuan Lien et al. · Journal of Geophysical Research Atmospheres · 2018 · 80 citations · Full text

Hydrological Prediction, Engineering, Weather Forecasting +22

Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7 seconds

Masafumi Yamazaki, Akihiko Kasagi, Akihiro Tabuchi et al. · arXiv (Cornell University) · 2019 · 70 citations · Full text

Artificial Intelligence, Cluster Computing, Convolutional Neural Network +21

MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems

Steven Farrell, Murali Emani, Jacob Balma et al. · 2021 · 33 citations

Engineering, Machine Learning, Hpc Systems +16

Development of the Real‐Time 30‐s‐Update Big Data Assimilation System for Convective Rainfall Prediction With a Phased Array Weather Radar: Description and Preliminary Evaluation

Takumi Honda, Arata Amemiya, Shigenori Otsuka et al. · Journal of Advances in Modeling Earth Systems · 2022 · 29 citations · Full text

Engineering, Dense Radar Data, Weather Forecasting +18