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Achievements

Achievement: Pair Extraordinairex2Achievement: QuickdrawAchievement: Starstruckx2Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2

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smsharma/README.md

Hi! 👋🏽

I'm a Member of Technical Staff at Anthropic, where I work on Claude's scientific capabilities, and an Assistant Professor of Computing & Data Sciences and Physics at Boston University.

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.

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  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 26 5

  2. eqnn-jax eqnn-jax Public

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

    Python 44 6

  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 142 6

  4. awesome-neural-sbi awesome-neural-sbi Public

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

    166 8

  5. consistency-models consistency-models Public

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

    Jupyter Notebook 19 1

  6. clax clax Public

    Differentiable Boltzmann solver for cosmology in JAX

    Jupyter Notebook 59 8