Xiaowei Jia
Impact in
- Environmental Engineering top 2%
- Hydrological Forecasting Using AI
- Water Science and Technology top 2%
- Hydrology and Watershed Management Studies
Papers in
-
- Hydrological Forecasting Using AI 24
- Remote Sensing and LiDAR Applications 9
- Co-authors
- Vipin Kumar (28 shared papers)Jared Willard (7 shared papers)Michael Steinbach (7 shared papers)Shaoming Xu (7 shared papers)Jordan S. Read (11 shared papers)Jacob A. Zwart (13 shared papers)Anuj Karpatne (8 shared papers)Aidong Zhang (16 shared papers)
- Journals
- Water Resources Research (6 papers)IEEE Transactions on Knowledge and Data Engineering (4 papers)Remote Sensing (4 papers)Knowledge and Information Systems (3 papers)Journal of Computational Physics (2 papers)
- Partner nations
- United StatesChinaDenmark
In The Last Decade
Xiaowei Jia
116 papers receiving 2.4k citations
Xiaowei Jia's Hit Papers
Peers
Comparison fields: 5 of 147
- Environmental Engineering 578
- Water Science and Technology 426
- Statistical and Nonlinear Physics 233
- Global and Planetary Change 383
- Artificial Intelligence 429
Countries citing papers authored by Xiaowei Jia
This map shows the geographic impact of Xiaowei Jia's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaowei Jia with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaowei Jia more than expected).
Fields of papers citing papers by Xiaowei Jia
This network shows the impact of papers produced by Xiaowei Jia. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaowei Jia. The network helps show where Xiaowei Jia may publish in the future.
Co-authors
The 25 scholars most cited alongside Xiaowei Jia, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 126 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems Hit paper breakdown → | 2022 | 367 |
| 2 | Process‐Guided Deep Learning Predictions of Lake Water Temperature Hit paper breakdown → | 2019 | 283 |
| 3 | Integrating Physics-Based Modeling with Machine Learning: A Survey | 2020 | 189 |
| 4 | Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles Hit paper breakdown → | 2021 | 180 |
| 5 | Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems Hit paper breakdown → | 2024 | 80 |
| 6 | 2020 | 78 | |
| 7 | 2014 | 66 | |
| 8 | 2021 | 62 | |
| 9 | Error estimates of numerical methods for the nonlinear Dirac equation in the nonrelativistic limit regime | 2016 | 50 |
| 10 | 2017 | 42 | |
| 11 | 2022 | 40 | |
| 12 | 2021 | 40 | |
| 13 | 2022 | 38 | |
| 14 | 2017 | 38 | |
| 15 | 2021 | 31 | |
| 16 | 2016 | 29 | |
| 17 | 2022 | 28 | |
| 18 | 2021 | 28 | |
| 19 | 2023 | 25 | |
| 20 | 2023 | 25 |
About Xiaowei Jia
Xiaowei Jia is a scholar working on Environmental Engineering, Artificial Intelligence, Global and Planetary Change, Computer Vision and Pattern Recognition and Water Science and Technology, having authored 126 papers that have together received 2.4k indexed citations. Recurring topics across this work include Hydrological Forecasting Using AI (24 papers), Hydrology and Watershed Management Studies (20 papers), Flood Risk Assessment and Management (13 papers), Remote Sensing in Agriculture (12 papers), Human Mobility and Location-Based Analysis (11 papers), Remote Sensing and LiDAR Applications (9 papers), Land Use and Ecosystem Services (9 papers) and Remote-Sensing Image Classification (8 papers). The work is most often cited by research in Environmental Engineering (578 citations), Water Science and Technology (426 citations), Statistical and Nonlinear Physics (233 citations), Global and Planetary Change (383 citations) and Artificial Intelligence (429 citations). Xiaowei Jia has collaborated with scholars based in United States, China and Denmark. Frequent co-authors include Vipin Kumar, Jared Willard, Michael Steinbach, Shaoming Xu, Jordan S. Read, Jacob A. Zwart, Anuj Karpatne, Aidong Zhang, Alison Appling and Samantha K. Oliver. Their work appears in journals such as Water Resources Research, IEEE Transactions on Knowledge and Data Engineering, Remote Sensing, Knowledge and Information Systems and Journal of Computational Physics.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.