Natalia Gimelshein

PyTorch: An Imperative Style, High-Performance Deep Learning Library

Adam Paszke, Sam Gross, Francisco Massa et al. · arXiv (Cornell University) · 2019 · 16.2K citations · Full text

Computing, Computer Science, High-performance Computing +11

PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation

Jason Ansel, E Yang, Horace He et al. · 2024 · 579 citations

Computing, Computer Engineering, Computer Science +17

vDNN: Virtualized deep neural networks for scalable, memory-efficient neural network design

Minsoo Rhu, Natalia Gimelshein, Jason Clemons et al. · 2016 · 330 citations

Computing, Computer Engineering, Computer Science +16

Vibrational relaxation rates in the direct simulation Monte Carlo method

Natalia Gimelshein, Sergey Gimelshein, Deborah A. Levin · Physics of Fluids · 2002 · 110 citations

Natural Sciences, Computational Engineering, Computational Chemistry +9

Radiometric phenomena: From the 19th to the 21st century

Andrew Ketsdever, Natalia Gimelshein, Sergey Gimelshein et al. · Vacuum · 2012 · 93 citations

Natural Sciences, Geophysics, Physics +11