pv-lab Goto Github PK
Name: Accelerated Materials Laboratory for Sustainability
Type: Organization
Location: United States of America
Blog: pv.mit.edu
Name: Accelerated Materials Laboratory for Sustainability
Type: Organization
Location: United States of America
Blog: pv.mit.edu
Archerfish: A Retrofitted 3D Printer for General High-throughput Combinatorial Experimentation
Automatic band gap calculation of arbitrarily many semiconductor deposits from reflectance hypercube using computer vision segmentation.
Automatic stability calculation of arbitrarily many semiconductor deposits from degradation experimental data using computer vision segmentation.
Automated direct band gap extractor from many measured reflectance samples at a time using recursive segmentation and regression fitting of Tauc plots.
Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation
Bayes for anything!
Bayesian parameter estimation with MCMC
Physics informed Bayesian network + autoencoder for matching process / variable / performance in solar cells.
Benchmarking
Perovskite capping layer code
Clustering perovskite degradation data (sample colors vs. time) and plotting XRD for cluster centroids
Bridging the gap between photovoltaics R&D and manufacturing with data-driven optimization
Dissimilarity matrix analysis for perovskite cappping-absorber pairs degradation data
Processing scripts for free carrier absorption lifetime measurements.
Fe_Si_Bayes_code
FTCP code
Fork of GPyOpt adapted for constrained optimization using a physical DFT model.
High throughput degradation chamber for aging perovskite samples under extreme humidity, heat, and illumination.
High throughput degradation chamber for aging perovskite samples under extreme humidity and illumination.
Process measured lifetime curves into surface recombination velocity and Shockley-Read-Hall lifetime. SRH lifetime can then be fitted for defect parameters.
Machine learning modelling for novel antibiotics domains - here conjugated oligoelectrolytes
VAE and clustering for identifying XRD features change.
Process PC-PL measurements taken into quantified lifetime, injection, and impurity concentration maps of samples
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.