Rohit Tripathy - Concepedia

Author

Rohit Tripathy

Also Known As

Rohit K. Tripathy, Rohit Tripathy, Tripathy, Rohit

Publications

832

Citations

H-Index

Concepts

All Affiliations

Rohit Tripathy is an author at Purdue University West Lafayette specializing in engineering, uncertainty quantification, and data science.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	793
2	Data Science	2	2	636
3	Deep Learning	2	2	615
4	Computer Science	1	1	458
5	Machine Learning	1	1	458

Rohit Tripathy

Publications

815

Citations

H-Index

Page 1

	Year	Citations
Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification Rohit Tripathy, Ilias Bilionis Journal of Computational Physics EngineeringMachine LearningData ScienceUncertainty QuantificationDeep Uncertainty	2018	458
Gaussian processes with built-in dimensionality reduction: Applications to high-dimensional uncertainty propagation Rohit Tripathy, Ilias Bilionis, Marcial Gonzalez Journal of Computational Physics EngineeringBuilt-in Dimensionality ReductionData ScienceHigh-dimensional MethodUncertainty Quantification	2016	178
Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks Sharmila Karumuri, Rohit Tripathy, Ilias Bilionis, Journal of Computational Physics Deep Neural NetworksEngineeringPde-constrained OptimizationDeep LearningSimulator-free Solution	2019	157
Selecting deep neural networks that yield consistent attribution-based interpretations for genomics. Antonio Majdandzic, Chandana Rajesh, Amber Tang, PubMed	2022	12
Effective integration of multi-omics with prior knowledge to identify biomarkers via explainable graph neural networks Rohit Tripathy, Zachary Frohock, Hong Wang, npj Systems Biology and Applications	2025	10

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