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2020 – today
- 2025
[c4]Runlong Yu
, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia:
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science. AAAI 2025: 28548-28556- [c3]Shiyuan Luo, Runlong Yu, Chonghao Qiu, Rahul Ghosh, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia:
Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework. ICDM 2025: 527-536 - [i4]Runlong Yu, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia:
Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science. CoRR abs/2502.06084 (2025) - [i3]Shiyuan Luo, Runlong Yu, Chonghao Qiu, Rahul Ghosh, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia:
Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework. CoRR abs/2509.14563 (2025) - 2024
- [c2]Runlong Yu, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Yanhua Li, Xiaowei Jia:
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations. ICDM 2024: 580-589 - [c1]Runlong Yu, Robert Ladwig, Xiang Xu, Peijun Zhu, Paul C. Hanson, Yiqun Xie, Xiaowei Jia:
Evolution-Based Feature Selection for Predicting Dissolved Oxygen Concentrations in Lakes. PPSN (4) 2024: 398-415 - [d1]Freya Olsson, Cayelan C. Carey, Carl Boettiger, Gregory Harrison, Robert Ladwig, Marcus Lapeyrolerie, Abigail S. L. Lewis, Felipe Montealegre-Mora, Joseph S. Rabaey, Caleb J. Robbins, Xiao Yang, R. Quinn Thomas:
What can we learn from 100,000 freshwater forecasts? A synthesis from the NEON Ecological Forecasting Challenge: scores and targets. Zenodo, 2024
- [i2]Runlong Yu, Robert Ladwig, Xiang Xu, Peijun Zhu, Paul C. Hanson, Yiqun Xie, Xiaowei Jia:
Nature-Guided Cognitive Evolution for Predicting Dissolved Oxygen Concentrations in North Temperate Lakes. CoRR abs/2403.18923 (2024) - [i1]Runlong Yu, Chonghao Qiu, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Yanhua Li, Xiaowei Jia:
Adaptive Process-Guided Learning: An Application in Predicting Lake DO Concentrations. CoRR abs/2411.12973 (2024) - 2021
- [j1]Tadhg N. Moore, Jorrit P. Mesman, Robert Ladwig, Johannes Feldbauer, Freya Olsson, Rachel M. Pilla, Tom Shatwell, Jason J. Venkiteswaran, Austin D. Delany, Hilary Dugan, Kevin C. Rose, Jordan S. Read:
LakeEnsemblR: An R package that facilitates ensemble modelling of lakes. Environ. Model. Softw. 143: 105101 (2021)
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