Maruti Kumar Mudunuru

30 papers Journal 29Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	HyDeMiC: A Deep Learning-based Mineral Classifier using Hyperspectral Data. CoRR Md. Lal Mamud, Piyoosh Jaysaval, Frederick D. Day-Lewis, Maruti Kumar Mudunuru
2025	J	`jnl`	Pore2Chip: All-in-one python tool for soil microstructure analysis and micromodel design. J. Open Source Softw. Aramy Truong, Maruti Kumar Mudunuru, Erin C. Rooney, Arunima Bhattacharjee, Tamas Varga, Md Lal Mamud, Xiaoliang He, Anil K. Battu, Satish Karra
2025	J	`jnl`	Reactive Transport Modeling with Physics-Informed Machine Learning for Critical Minerals Applications. CoRR Kripa Adhikari, Md. Lal Mamud, Maruti Kumar Mudunuru, K. B. Nakshatrala
2024	J	`jnl`	Closed-loop geothermal systems: Modeling and predictions. CoRR Kripa Adhikari, Maruti Kumar Mudunuru, K. B. Nakshatrala
2023	J	`jnl`	CoolPINNs: A Physics-informed Neural Network Modeling of Active Cooling in Vascular Systems. CoRR N. V. Jagtap, Maruti Kumar Mudunuru, Kalyana B. Nakshatrala
2022	J	`jnl`	Frost prediction using machine learning and deep neural network models. Frontiers Artif. Intell. Carl J. Talsma, Kurt C. Solander, Maruti Kumar Mudunuru, Brandon Crawford, Michelle R. Powell
2022	J	`jnl`	GeoThermalCloud: Machine Learning for Geothermal Resource Exploration. CoRR Maruti Kumar Mudunuru, Velimir V. Vesselinov, Bulbul Ahmmed
2021	J	`jnl`	A comparative study of machine learning models for predicting the state of reactive mixing. J. Comput. Phys. B. Ahmmed, Maruti Kumar Mudunuru, Satish Karra, S. C. James, Velimir V. Vesselinov
2021	J	`jnl`	A deep learning modeling framework to capture mixing patterns in reactive-transport systems. CoRR N. V. Jagtap, Maruti Kumar Mudunuru, K. B. Nakshatrala
2021	J	`jnl`	AdjointNet: Constraining machine learning models with physics-based codes. CoRR Satish Karra, Bulbul Ahmmed, Maruti Kumar Mudunuru
2021	J	`jnl`	SWAT Watershed Model Calibration using Deep Learning. CoRR Maruti Kumar Mudunuru, K. Son, P. Jiang, X. Chen
2020	J	`jnl`	A Comparative Study of Machine Learning Models for Predicting the State of Reactive Mixing. CoRR B. Ahmmed, Maruti Kumar Mudunuru, Satish Karra, S. C. James, Velimir V. Vesselinov
2020	—	`conf`	Physics-Informed Machine Learning for Real-time Reservoir Management. AAAI Spring Symposium: MLPS 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, Hongwu Xu, Rajesh J. Pawar, Tim Carr, Liwei Li, George D. Guthrie, Hari S. Viswanathan
2019	J	`jnl`	PFLOTRAN-SIP: A PFLOTRAN Module for Simulating Spectral-Induced Polarization of Electrical Impedance Data. CoRR B. Ahmmed, Maruti Kumar Mudunuru, Satish Karra, S. C. James, Hari S. Viswanathan, John A. Dunbar
2019	J	`jnl`	Physics-Informed Machine Learning Models for Predicting the Progress of Reactive-Mixing. CoRR Maruti Kumar Mudunuru, Satish Karra
2019	J	`jnl`	Unsupervised machine learning based on non-negative tensor factorization for analyzing reactive-mixing. J. Comput. Phys. Velimir V. Vesselinov, Maruti Kumar Mudunuru, Satish Karra, Dan O'Malley, Boian S. Alexandrov
2018	J	`jnl`	Estimating Failure in Brittle Materials using Graph Theory. CoRR Maruti Kumar Mudunuru, Nishant Panda, Satish Karra, Gowri Srinivasan, Viet T. Chau, Esteban Rougier, A. Hunter, Hari S. Viswanathan
2018	J	`jnl`	Reduced-Order Modeling through Machine Learning Approaches for Brittle Fracture Applications. CoRR A. Hunter, Bryan A. Moore, Maruti Kumar Mudunuru, Viet T. Chau, Robyn L. Miller, Roselyne B. Tchoua, C. Nyshadham, Satish Karra, Dan O'Malley, Esteban Rougier, Hari S. Viswanathan, Gowri Srinivasan
2018	J	`jnl`	Unsupervised Machine Learning Based on Non-Negative Tensor Factorization for Analyzing Reactive-Mixing. CoRR Velimir V. Vesselinov, Maruti Kumar Mudunuru, Satish Karra, Dan O'Malley, Boian S. Alexandrov
2018	J	`jnl`	Using Machine Learning to Discern Eruption in Noisy Environments: A Case Study using CO2-driven Cold-Water Geyser in Chimayo, New Mexico. CoRR 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
2017	J	`jnl`	Sequential geophysical and flow inversion to characterize fracture networks in subsurface systems. Stat. Anal. Data Min. Maruti Kumar Mudunuru, Satish Karra, Nataliia Makedonska, Ting Chen
2016	J	`jnl`	Interpolation-based reduced-order models to predict transient thermal output for enhanced geothermal systems. CoRR Maruti Kumar Mudunuru, Satish Karra, D. R. Harp, G. D. Guthrie, Hari S. Viswanathan
2016	J	`jnl`	Joint geophysical and flow inversion to characterize fracture networks in subsurface systems. CoRR Maruti Kumar Mudunuru, Satish Karra, Nataliia Makedonska, T. Chen
2016	J	`jnl`	On enforcing maximum principles and achieving element-wise species balance for advection-diffusion-reaction equations under the finite element method. J. Comput. Phys. Maruti Kumar Mudunuru, K. B. Nakshatrala
2015	J	`jnl`	Material degradation due to moisture and temperature. Part 1: Mathematical model, analysis, and analytical solutions. CoRR C. Xu, Maruti Kumar Mudunuru, K. B. Nakshatrala
2015	J	`jnl`	On enforcing maximum principles and achieving element-wise species balance for advection-diffusion-reaction equations under the finite element method. CoRR Maruti Kumar Mudunuru, K. B. Nakshatrala
2015	J	`jnl`	On mesh restrictions to satisfy comparison principles, maximum principles, and the non-negative constraint: Recent developments and new results. CoRR Maruti Kumar Mudunuru, K. B. Nakshatrala
2013	J	`jnl`	A numerical framework for diffusion-controlled bimolecular-reactive systems to enforce maximum principles and the non-negative constraint. J. Comput. Phys. K. B. Nakshatrala, Maruti Kumar Mudunuru, Albert J. Valocchi
2012	J	`jnl`	A numerical framework for diffusion-controlled bimolecular-reactive systems to enforce maximum principles and non-negative constraint. CoRR K. B. Nakshatrala, Maruti Kumar Mudunuru, Albert J. Valocchi
2011	J	`jnl`	A framework for coupled deformation-diffusion analysis with application to degradation/healing CoRR Maruti Kumar Mudunuru, K. B. Nakshatrala