Concepedia

Maruti Kumar Mudunuru

MK

25

Publications

627

Citations

16

H-Index

2011

Active since

Affiliations

Los Alamos National Laboratory(Current)

Pacific Northwest National Laboratory

University of Houston

United States Geological Survey

The University of Texas at Austin

Maruti Kumar Mudunuru is an author at Los Alamos National Laboratory specializing in engineering, machine learning, and data science.

ORCID

Top concepts

Publications per year

2011–2023

25

Publications

25

Explore Spatio‐Temporal Learning of Large Sample Hydrology Using Graph Neural Networks

Alexander Y. Sun, Peishi Jiang, Maruti Kumar Mudunuru et al. · Water Resources Research · 2021 · 110 citations · Full text

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Reduced-order modeling through machine learning and graph-theoretic approaches for brittle fracture applications

Abigail Hunter, Bryan A. Moore, Maruti Kumar Mudunuru et al. · Computational Materials Science · 2018 · 47 citations · Full text

, , +9

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

Shriram Srinivasan, Daniel O’Malley, Maruti Kumar Mudunuru et al. · Scientific Reports · 2021 · 47 citations · Full text

Unsupervised machine learning based on non-negative tensor factorization for analyzing reactive-mixing

Velimir V. Vesselinov, Maruti Kumar Mudunuru, Satish Karra et al. · Journal of Computational Physics · 2019 · 42 citations · Full text

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A numerical framework for diffusion-controlled bimolecular-reactive systems to enforce maximum principles and the non-negative constraint

K. B. Nakshatrala, Maruti Kumar Mudunuru, Albert J. Valocchi · Journal of Computational Physics · 2013 · 31 citations · Full text

, , +9

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