Rohit Tripathy

rohitkt10

I am a PhD student in the Predictive science lab at the School of Mechanical Engineering at Purdue University. My research area is broadly UQ and more specifically parameter space dimension reduction for high dimensional numerical simulators.

Decks

Seminar talk at Cold Spring Harbor Laboratory (CSHL)

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A discussion on scaling Gaussian process regression

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Gradient-free active subspace recovery using deep neural networks - application to high-dimensional uncertainty quantification

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220

Deep UQ: A framework for high dimensional uncertainty quantification using deep neural networks

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Learning Deep neural network (DNN) surrogate models for UQ

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180

DNN for HD-UQ

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240

Discovering nonlinear active subspace with DNNs

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140

Learning MsFEM basis functions using DNNs

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180

ASME V&V 2016 talk on probabilistic active subspaces

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210

Active subspace poster

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Masters thesis defense talk

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