Interpolation-based reduced-order models to predict transient thermal output for enhanced geothermal systems. - Maruti Kumar Mudunuru; Satish Karra; D. R. Harp; G. D. Guthrie; Hari S. Viswanathan (CoRR, 2016)

Using Machine Learning to Discern Eruption in Noisy Environments: A Case Study using CO2-driven Cold-Water Geyser in Chimayo, New Mexico. - B. Yuan; Y. J. Tan; Maruti Kumar Mudunuru; O. E. Marcillo; A. A. Delorey; P. M. Roberts; J. D. Webster; C. N. L. Gammans; Satish Karra; G. D. Guthrie; P. A. Johnson (CoRR, 2018)

Physics-Informed Machine Learning for Real-time Reservoir Management. - Maruti Kumar Mudunuru; Daniel O'Malley; Shriram Srinivasan; Jeffrey D. Hyman; Matthew R. Sweeney; Luke Frash; Bill Carey; Michael R. Gross; Nathan J. Welch; Satish Karra; Velimir V. Vesselinov; Qinjun Kang; et al. (AAAI Spring Symposium: MLPS, 2020)