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samsilverman/README.md

Hi there 👋, I'm Sam!

  • I am a PhD candidate in Computer Science at Boston University 🐾, where I am a member of the Shape Design & Computation Lab advised by Emily Whiting.
  • I am interested in designing structures and architected materials with tailored physical behavior by integrating machine learning, computational mechanics, and digital fabrication.

My research in five emojis: 🧩🧠⚙️🖨️🔬

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  1. bu-shapelab/gcs bu-shapelab/gcs Public

    gcs is a Python library for generating 3D meshes of generalized cylindrical shells.

    Python 9 1

  2. monad monad Public

    monad is a C++ library for homogenization of structured 2D and 3D grids. It provides solvers and material models for computing effective (homogenized) material tensors from heterogeneous microstruc…

    C++ 3

  3. rwmicro rwmicro Public

    rwmicro is a lightweight C++ library for generating random-walk microstructures—binary patterns created by a periodic random walk.

    C++ 3

  4. random-walk-microstructures random-walk-microstructures Public

    This repository contains the code for our ACM SCF 2025 paper “Random-Walk Microstructures for Differentiable Topology Optimization.”

    Python

  5. nonlinear-deformation-design nonlinear-deformation-design Public

    This repository contains the code for our 3D Printing & Additive Manufacturing paper “Data-Driven Nonlinear Deformation Design of 3D-Printable Shells.”

    Python 2

  6. PSA-Baseball-Grades PSA-Baseball-Grades Public

    A dataset of baseball cards with their associated Professional Sports Authenticator (PSA) grades.

    Python 21 4