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Austin's Projects

active_matter_ml icon active_matter_ml

Machine learning phase behavior for motility induced phase separation in active systems.

arena_2.0 icon arena_2.0

Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.

bootcamp icon bootcamp

Caltech Introduction to Programming for the Biological Science Bootcamp

hoomd-blue icon hoomd-blue

HOOMD-blue is a general-purpose particle simulation toolkit. It scales from a single CPU core to thousands of GPUs.

na-utils icon na-utils

Bootcamp utilities for parsing nucleic acid sequences.

qmk_firmware icon qmk_firmware

Open-source keyboard firmware for Atmel AVR and Arm USB families

structure_factor icon structure_factor

A module for computing static and dynamic structure factor from a GSD simulation script.

swsim icon swsim

Solid Wave Simulation (swSim) is software that solves heterogeneous, anisotropic elastodynamic equations for ultrasonic NDE simulation. A time-explicit staggered grid finite difference (FD) scheme is employed and solved on graphics processing units (GPUs). Parallelism via the Message Passing Interface (MPI) allows for deployment on a cluster, or on a single computer with one or more GPUs. Wavefield data is output using Visualization Toolkit (VTK) file formats for 3D rendering capabilities via open source tools, and a kernel composition module allows high-level registration of sequences of matrix operations, providing extensibility in equations and physics solved.

thinkdsp icon thinkdsp

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

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