Vivek Bharadwaj
@vivek-bharadwaj.com
Graduate Student, UC Berkeley | HPC and Parallel Computing | Details at vivek-bharadwaj.com
I'll be at SIAM CSE25 next Tuesday talking about optimizing CUDA kernels for chemistry foundation models - stop by MS82 and the rest of @giulsguidi.bsky.social's minisymposium! meetings.siam.org/sess/dsp_pro...
Conference Program Online
meetings.siam.org
February 27, 2025 at 9:59 PM
I'll be at SIAM CSE25 next Tuesday talking about optimizing CUDA kernels for chemistry foundation models - stop by MS82 and the rest of @giulsguidi.bsky.social's minisymposium! meetings.siam.org/sess/dsp_pro...
I'm happy to share our new preprint on equivariant graph neural networks! These machine learning models are popular in computational chemistry. They rotate their output predictions when the input coordinates rotate, but are computationally expensive (a problem we tackle):
arxiv.org/abs/2501.13986
arxiv.org/abs/2501.13986
An Efficient Sparse Kernel Generator for O(3)-Equivariant Deep Networks
Rotation equivariant graph neural networks, i.e., networks designed to guarantee certain geometric relations between their inputs and outputs, yield state-of-the-art performance on spatial deep learni...
arxiv.org
January 31, 2025 at 4:50 AM
I'm happy to share our new preprint on equivariant graph neural networks! These machine learning models are popular in computational chemistry. They rotate their output predictions when the input coordinates rotate, but are computationally expensive (a problem we tackle):
arxiv.org/abs/2501.13986
arxiv.org/abs/2501.13986
If you want an academic website and really like Python, you should try my fork of the al-folio template! github.com/vbharadwaj-b...
It's easy to set up, hackable, and based on Python's Pelican package (the original uses Jekyll / Ruby). Check out my personal page (see bio) for a demo :)
It's easy to set up, hackable, and based on Python's Pelican package (the original uses Jekyll / Ruby). Check out my personal page (see bio) for a demo :)
GitHub - vbharadwaj-bk/al-folio-python: The al-folio template rewritten to use the Pelican SSG, Jinja templates, and Python extensions. Power to Python!
The al-folio template rewritten to use the Pelican SSG, Jinja templates, and Python extensions. Power to Python! - vbharadwaj-bk/al-folio-python
github.com
November 28, 2024 at 2:22 AM
If you want an academic website and really like Python, you should try my fork of the al-folio template! github.com/vbharadwaj-b...
It's easy to set up, hackable, and based on Python's Pelican package (the original uses Jekyll / Ruby). Check out my personal page (see bio) for a demo :)
It's easy to set up, hackable, and based on Python's Pelican package (the original uses Jekyll / Ruby). Check out my personal page (see bio) for a demo :)