Liwei Li

A Physics-informed Machine Learning Workflow to Forecast Production in a Fractured Marcellus Shale Reservoir

H. Viswanathan, L. Frash, S. Karra, 2021, Proceedings of the 9th Unconventional Resources Technology Conference.

A machine learning framework for rapid forecasting and history matching in unconventional reservoirs

H. Viswanathan, L. Frash, J. Carey, 2021, Scientific Reports.

Physics-Informed Machine Learning for Real-time Reservoir Management

Satish Karra, Jeffrey D. Hyman, Hari S. Viswanathan, 2020, AAAI Spring Symposium: MLPS.