Theory-Guided Data Science: A New Paradigm for Scientific Discovery from DataAnuj Karpatne, Vipin Kumar, Gowtham Atluri et al.|IEEE Transactions on Knowledge and Data Engineering|2017Cited by 1.5k
Physics-Guided Neural Networks (PGNN): An Application in Lake Temperature ModelingArka Daw, Vipin Kumar, Anuj Karpatne et al.|Unknown|2022Cited by 443
Spatio-Temporal Data MiningGowtham Atluri, Vipin Kumar, Anuj Karpatne|ACM Computing Surveys|2018Cited by 441
Process‐Guided Deep Learning Predictions of Lake Water TemperatureJordan S. Read, Vipin Kumar, Xiaowei Jia et al.|Water Resources Research|2019Cited by 423
Physics-guided Neural Networks (PGNN): An Application in Lake Temperature ModelingArka Daw, Vipin Kumar, Anuj Karpatne et al.|arXiv (Cornell University)|2017Cited by 316