Vladimir Puzyrev

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Convolutional Neural Networks

Semisupervised Learning

Labeled Instances

Top Venues

Comput. Geosci.

J. Comput. Sci.

J. Comput. Appl. Math.

Publications

Rachel Xu, Vladimir Puzyrev, Chris Elders, Ebrahim Fathi Salmi, Ewan Sellers
Deep semi-supervised learning using generative adversarial networks for automated seismic facies classification of mass transport complex. Comput. Geosci. 180 (2023)
Basil Alattar, Mehdi Ghommem, Vladimir Puzyrev
Deep Learning for Nonlinear Characterization of Electrostatic Vibrating Beam MEMS. Int. J. Bifurc. Chaos 33 (15) (2023)
T. Scharf, Christopher L. Kirkland, Matthew L. Daggitt, Milo Barham, Vladimir Puzyrev
AnalyZr: A Python application for zircon grain image segmentation and shape analysis. Comput. Geosci. 162 (2022)
Vladimir Puzyrev, Andrei Swidinsky
Inversion of 1D frequency- and time-domain electromagnetic data with convolutional neural networks. Comput. Geosci. 149 (2021)
Michael Barton, Vladimir Puzyrev, Quanling Deng, Victor M. Calo
Efficient mass and stiffness matrix assembly via weighted Gaussian quadrature rules for B-splines. J. Comput. Appl. Math. 371 (2020)
Vladimir Puzyrev, Chris Elders
Unsupervised seismic facies classification using deep convolutional autoencoder. CoRR (2020)
Vladimir Puzyrev, Andrei Swidinsky
Inversion of 1D frequency- and time-domain electromagnetic data with convolutional neural networks. CoRR (2019)
Vladimir Puzyrev
Deep convolutional autoencoder for cryptocurrency market analysis. CoRR (2019)
Quanling Deng, Vladimir Puzyrev, Victor M. Calo
Isogeometric spectral approximation for elliptic differential operators. J. Comput. Sci. 36 (2019)
Victor M. Calo, Quanling Deng, Vladimir Puzyrev
Dispersion optimized quadratures for isogeometric analysis. J. Comput. Appl. Math. 355 (2019)
Vladimir Puzyrev, Mehdi Ghommem, Shiv Meka
: A computational framework for reduced order modeling. J. Comput. Sci. 30 (2019)
Vladimir Puzyrev
Deep learning electromagnetic inversion with convolutional neural networks. CoRR (2018)
Victor M. Calo, Quanling Deng, Vladimir Puzyrev
Quadrature blending for isogeometric analysis. ICCS (2017)
Octavio Castillo Reyes, Josep de la Puente, David Modesto, Vladimir Puzyrev, José María Cela
A Parallel Tool for Numerical Approximation of 3D Electromagnetic Surveys in Geophysics. Computación y Sistemas 20 (1) (2016)
Vladimir Puzyrev, Quanling Deng, Victor M. Calo
Dispersion-optimized quadrature rules for isogeometric analysis: modified inner products, their dispersion properties, and optimally blended schemes. CoRR (2016)
Vladimir Puzyrev, Seid Koric, Scott Wilkin
Evaluation of parallel direct sparse linear solvers in electromagnetic geophysical problems. Comput. Geosci. 89 (2016)