Christopher Duffy
- Robust Inverse Framework using Knowledge-guided Self-Supervised Learning: An application to Hydrology
2021/09/14 by Rahul Ghosh, Arvind Renganathan, Ghosh, Rahul +15 · 1 citation
Environmental Science · #FOS: Computer and information sciences #Flood Risk Assessment and Management #Hydrological Forecasting Using AI #Hydrology and Watershed Management Studies #Machine Learning (cs.LG)
- Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications
2022/10/15 by Shaoming Xu, Ankush Khandelwal, Xu, Shaoming +21 · 1 citation
Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Neural Networks and Applications
- Analogous to cliques for (m,n)-colored mixed graphs
2014/11/26 by Julien Bensmail, Christopher Duffy, Bensmail, Julien +3 · 1 citation
Computer Science · Mathematics · #Advanced Graph Theory Research #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Graph Labeling and Dimension Problems #Limits and Structures in Graph Theory #cs.DM #math.CO
- Physics Guided Machine Learning Methods for Hydrology
2020/12/02 by Ankush Khandelwal, Khandelwal, Ankush, Shaoming Xu +12 · 1 citation
Environmental Science · #Hydrology and Watershed Management Studies #Hydrological Forecasting Using AI #Flood Risk Assessment and Management