Skip to content
View smsharma's full-sized avatar
183 followers · 119 following

Achievements

Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: StarstruckAchievement: Pull Sharkx2

Achievements

Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: StarstruckAchievement: Pull Sharkx2

Highlights

  • Pro

Block or report smsharma

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
smsharma/README.md

Hi! 👋🏽

I'm a physicist and machine learning researcher at Anthropic and incoming faculty at BU. Previously at The NSF AI Institute for Artificial Intelligence and Fundamental Interactions (IAIFI) at MIT.

I work at the intersection of differentiable programming, machine learning, particle physics, and astrophysics and am especially interested in developing and using novel statistical techniques to accelerate the search for new physics. A list of my recent publications may be found on ADS or Google Scholar.

Pinned Loading

  1. point-cloud-galaxy-diffusion point-cloud-galaxy-diffusion Public

    Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141

    Jupyter Notebook 21 3

  2. eqnn-jax eqnn-jax Public

    Annotated implementations of equivariant graph neural networks in Jax: EGNN, SEGNN, NequIP.

    Jupyter Notebook 20 2

  3. minified-generative-models minified-generative-models Public

    Bare-bones implementations of some generative models in Jax: diffusion, normalizing flows, consistency models, flow matching, (beta)-VAEs, etc

    Jupyter Notebook 121 8

  4. PAPERCLIP-Hubble PAPERCLIP-Hubble Public

    Semantic alignment of astronomical data with natural language using multi-modal models. (Jax) Code associated with https://arxiv.org/abs/2403.08851 (COLM 2023).

    Jupyter Notebook 13

  5. awesome-neural-sbi awesome-neural-sbi Public

    Community-sourced list of papers and resources on neural simulation-based inference.

    89 6

  6. consistency-models consistency-models Public

    Implementation of Consistency Models (Song et al 2023) for few-step image generation in Jax.

    Jupyter Notebook 16 1