| Simulation of water temperature in paddy fields by a heat balance model using plant growth status parameter with interpolated weather data from weather stations W Xie, M Kimura, T Iida, N Kubo Paddy and Water Environment 19, 35-54, 2021 | 10 | 2021 |
| Interpretable framework of physics‐guided neural network with attention mechanism: simulating paddy field water temperature variations W Xie, M Kimura, K Takaki, Y Asada, T Iida, X Jia Water Resources Research 58 (5), e2021WR030493, 2022 | 7 | 2022 |
| Simulation model of water temperature variation in dual‐purpose canals considering return flow from upstream paddy fields M Kimura, S Kobayashi, M Mitsuyasu, W Xie, T Iida Irrigation and Drainage 71, 138-154, 2022 | 4 | 2022 |
| The development of a hybrid model to forecast paddy water temperature as an alert system for high‐temperature damage W Xie, M Kimura, Y Asada, T Iida, N Kubo Irrigation and Drainage 71, 124-137, 2022 | 2 | 2022 |
| Knowledge-Guided Machine Learning Approaches Toward Assessing the Impacts of Climate Change and Paddy Water Management on the Thermal Environment in Paddy-Dominated Watersheds M Kimura, W Xie, Y Matsuno AGU24, 2024 | | 2024 |
| Using Machine Learning Approaches to Reveal the Environmental Drivers of Stomatal Conductance H Li, G Zhao, W Xie, K Yoshimura AGU Fall Meeting Abstracts 2023, B34B-06, 2023 | | 2023 |
| Short-Term Prediction Model for Water Levels in Low-Lying Area applying DNN Trained by Observed and Artificially Generated Data M Kimura, K Awano, Y Matsuno, W Xie, N Yoshikawa AGU Fall Meeting Abstracts 2023 (2024), H33Q-2024, 2023 | | 2023 |
| Physical-Theory Inclusion Neural Network for Accurate Paddy Water Temperature Simulation W Xie, M Kimura, R Tian, H Li AGU Fall Meeting Abstracts 2023 (22), B31I-22, 2023 | | 2023 |
| LSTM-based meta-learning framework to simulate water temperature in under-observed paddy fields with few-shot monitoring data W Xie, M Kimura, K Takaki AGU Fall Meeting Abstracts 2022, H22P-1043, 2022 | | 2022 |
| Interpretable Framework of Physics-guided Neural Network for Water temperature Simulation W Xie, M Kimura, X Jia, K Takaki AGU Fall Meeting Abstracts 2021, H33F-05, 2021 | | 2021 |
| Examination on a Forecast Model of Paddy Water Temperature Applying 2 Layer Heat-Balance Model and Weather Forecasting Data W Xie, M Kimura, T Iida AGU Fall Meeting Abstracts 2019, H13M-1887, 2019 | | 2019 |
| Assessment tools for impacts of climate change and paddy water management on water temperature in irrigation and drainage canal M Kimura, W Xie, T Iida AGU Fall Meeting Abstracts 2019, H13M-1894, 2019 | | 2019 |
| Integrated Models for Assessing Impacts of Climate Change and Paddy Water Management on Thermal Environment in Paddy-Dominated Watershed M Kimura, I Azechi, W Xie, T Iida AGU Fall Meeting Abstracts 2018, H43K-2625, 2018 | | 2018 |
