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Rohit Tripathy 0001

Rohit K. Tripathy 0001

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affiliation: Jackson Laboratory (JAX), Farmington, CT, USA
affiliation: Cold Spring Harbor Laboratory, Cold Spring Harbor, NY, USA
affiliation (PhD 2020): Purdue University, School of Mechanical Engineering, West Lafayette, IN, USA

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2020 – today

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2023
[j4]
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  - journals/bib/KawaguchiTFRTKG23
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Risa Karakida Kawaguchi, Ziqi Tang, Stephan Fischer, Chandana Rajesh, Rohit Tripathy, Peter K. Koo, Jesse A. Gillis:
Learning single-cell chromatin accessibility profiles using meta-analytic marker genes. Briefings Bioinform. 24(1) (2023)
2022
[c1]
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  dblp key:
  - conf/mlcb/MajdandzicRTTLT22
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Antonio Majdandzic, Chandana Rajesh, Ziqi Tang, Shushan Toneyan, Ethan L. Labelson, Rohit K. Tripathy, Peter K. Koo:
Selecting deep neural networks that yield consistent attribution-based interpretations for genomics. MLCB 2022: 131-149
2020
[j3]
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  - journals/jcphy/KarumuriTBP20
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Sharmila Karumuri, Rohit Tripathy, Ilias Bilionis, Jitesh H. Panchal:
Simulator-free solution of high-dimensional stochastic elliptic partial differential equations using deep neural networks. J. Comput. Phys. 404 (2020)

2010 – 2019

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2018
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Rohit K. Tripathy, Ilias Bilionis:
Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification. J. Comput. Phys. 375: 565-588 (2018)
[i1]
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Rohit K. Tripathy, Ilias Bilionis:
Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification. CoRR abs/1802.00850 (2018)
2016
[j1]
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Rohit Tripathy, Ilias Bilionis, Marcial Gonzalez:
Gaussian processes with built-in dimensionality reduction: Applications to high-dimensional uncertainty propagation. J. Comput. Phys. 321: 191-223 (2016)

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