Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles

Xiaowei Jia, Jared Willard, Anuj Karpatne, Jordan S. Read, Jacob A. Zwart, Michael S. Steinbach, Vipin Kumar. Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles. TDS, 2(3), 2021. [doi]

@article{JiaWKRZSK21,
  title = {Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles},
  author = {Xiaowei Jia and Jared Willard and Anuj Karpatne and Jordan S. Read and Jacob A. Zwart and Michael S. Steinbach and Vipin Kumar},
  year = {2021},
  doi = {10.1145/3447814},
  url = {https://doi.org/10.1145/3447814},
  researchr = {https://researchr.org/publication/JiaWKRZSK21},
  cites = {0},
  citedby = {0},
  journal = {TDS},
  volume = {2},
  number = {3},
}