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Sterling Baird

Username    sgbaird
Date joined   Joined

18 projects

self-driving-lab-demo

Last released

Software and instructions for setting up and running an autonomous (self-driving) laboratory optics demo using dimmable RGB LEDs, a 10-channel spectrometer, a microcontroller, and an adaptive design algorithm.

honegumi

Last released

Honegumi (骨組み) is an interactive "skeleton code" generator for API tutorials focusing on optimization packages.

science-jubilee

Last released

Make science with Jubilee

matbench-genmetrics

Last released

Generative materials benchmarking metrics, inspired by CDVAE.

matsci-opt-benchmarks

Last released

A collection of benchmarking problems and datasets for testing the performance of advanced optimization algorithms in the field of materials science and chemistry.

composition_based_feature_vector

Last released

Tool for quickly creating a composition-based feature vector.

mat_discover

Last released

Data-driven materials discovery based on composition or structure.

dist_matrix

Last released

Predict materials properties using only the composition information.

chem_wasserstein

Last released

A high performance mapping class to construct ElM2D plots from large datasets of inorganic compositions.

uncertainty-toolbox

Last released

Uncertainty Toolbox: a python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization.

crabnet

Last released

Predict materials properties using only the composition information.

boppf

Last released

Bayesian optimization of particle packing fractions.

mp-time-split

Last released

Use Materials Project time-splits for generative modeling benchmarking.

xtal2png

Last released

Encode and decode crystal structures via portable networks graphics (PNG) files.

axforchemistry

Last released

Bayesian optimization of formulations via Adaptive Experimentation (Ax) platform.

vickers_hardness

Last released

Predicting load dependent Vickers hardness based on chemical composition.

amdnet

Last released

Structure motif-centric learning framework for inorganic crystalline systems.

top_sgbaird_mwe

Last released

Minimal working example for conda-smithy submodule error https://github.com/conda-forge/conda-smithy/issues/1516.

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