Concepedia

Sharmila Karumuri

SK

Statistics

Publications

2

Citations

168

H-Index

2

Active since

2019

Affiliations

Purdue University West Lafayette(Current)

Sharmila Karumuri is an author at Purdue University West Lafayette specializing in engineering, mechanics of materials, and solid mechanics.

Top concepts

EngineeringData ScienceDeep LearningMicrostructureSolid MechanicsMaterial ScienceDeep Neural NetworksMechanical EngineeringMechanics Of MaterialsUncertainty Quantification

Publications per year

2019–2022

2

Publications

2

Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks

Sharmila Karumuri, Rohit Tripathy, Ilias Bilionis et al. · Journal of Computational Physics · 2019 · 157 citations · Full text

Deep Neural Networks, Engineering, Pde-constrained Optimization +4

Hierarchical Bayesian approach to experimental data fusion: Application to strength prediction of high entropy alloys from hardness measurements

Sharmila Karumuri, Zachary D. McClure, Alejandro Strachan et al. · Computational Materials Science · 2022 · 11 citations

Materials Science, Strength Prediction, Decision Fusion +13

1–2 of 2