Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta
Transfer Learning

Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning

10 November 2020

Papers citing "Predicting Water Temperature Dynamics of Unmonitored Lakes with Meta Transfer Learning"

13 / 13 papers shown

Title
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science Runlong Yu Chonghao Qiu R. Ladwig Paul C. Hanson Yiqun Xie X. Jia AI4CE 56 2 0 10 Feb 2025
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations Runlong Yu Chonghao Qiu R. Ladwig Paul C. Hanson Yiqun Xie Yanhua Li Xiaowei Jia 69 3 0 20 Nov 2024
Predicting unobserved climate time series data at distant areas via spatial correlation using reservoir computing S. Koyama Daisuke Inoue Hiroaki Yoshida Kazuyuki Aihara Gouhei Tanaka 21 0 0 05 Jun 2024
Knowledge-guided Machine Learning: Current Trends and Future Prospects Anuj Karpatne X. Jia Vipin Kumar 50 10 0 24 Mar 2024
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems Shiyuan Luo Juntong Ni Shengyu Chen Runlong Yu Yiqun Xie Licheng Liu Zhenong Jin Huaxiu Yao Xiaowei Jia 33 8 0 17 Nov 2023
Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources J. Willard C. Varadharajan X. Jia Vipin Kumar AI4TS 17 3 0 18 Aug 2023
Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies, and Opportunities Hanchen Yang Wengen Li Shuyu Wang Hui Li Jihong Guan Shuigeng Zhou Jiannong Cao AI4TS 10 0 0 20 Jul 2023
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability Zhexiong Liu Licheng Liu Yiqun Xie Zhenong Jin X. Jia 21 7 0 10 Dec 2022
Sharing to learn and learning to share; Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning: A meta review Richa Upadhyay Ronald Phlypo Rajkumar Saini Marcus Liwicki CLL 21 5 0 23 Nov 2021
SWAT Watershed Model Calibration using Deep Learning M. Mudunuru K. Son Pin Jiang X. Chen 17 2 0 06 Oct 2021
Transfer Learning Approaches for Knowledge Discovery in Grid-based Geo-Spatiotemporal Data Aishwarya Sarkar Jien Zhang Chaoqun Lu Ali Jannesari AI4CE 11 2 0 02 Oct 2021
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems J. Willard X. Jia Shaoming Xu M. Steinbach Vipin Kumar AI4CE 91 387 0 10 Mar 2020
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles X. Jia J. Willard Anuj Karpatne J. Read Jacob Aaron Zwart M. Steinbach Vipin Kumar AI4CE PINN 13 207 0 28 Jan 2020