Pinned Repositories
bimodal-qd-micropillars
Matlab and DDEBIF-tool project for simulating quantum dot micropillar lasers using a semiclassical rate equation model. Bimodal version which is more advanced than qd-micropillar-laser.
cnre
Extending amortized approximate likelihood-ratio estimation / neural ratio estimation to the contrastive case, while staying consistent with the original work.
e3nn
equivariant-benchmark
Benchmarking equivariant neural networks.
qd-micropillar-laser
Matlab and DDEBIF-tool project for simulating quantum dot micropillar lasers using a semiclassical rate equation model.
sbi
Simulation-based inference in PyTorch
tmnre
Truncated marginal neural ratio estimation based on swyft and amortized approximate ratio estimators.
e3nn
A modular framework for neural networks with Euclidean symmetry
flowmm
Code for “FlowMM Generating Materials with Riemannian Flow Matching” and "FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions"
swyft
A system for scientific simulation-based inference at scale.
bkmi's Repositories
bkmi/bimodal-qd-micropillars
Matlab and DDEBIF-tool project for simulating quantum dot micropillar lasers using a semiclassical rate equation model. Bimodal version which is more advanced than qd-micropillar-laser.
bkmi/qd-micropillar-laser
Matlab and DDEBIF-tool project for simulating quantum dot micropillar lasers using a semiclassical rate equation model.
bkmi/semiclassical-hhg
A software package to calculate electron trajectories with two-color circular field mixing created in 2014-2016.
bkmi/stochastic-micropillars
C program for simulating stochastic noise quantum dot micropillar lasers using a semiclassical rate equation model.
bkmi/cgae
bkmi/ddebiftool_multirot
Extension to DDE-BIFTOOL for systems with multiple sets of rotational symmetry.
bkmi/deep-learn-2018
Projects associated with Deep Learning taught at the Freie University in Berlin. And further personal research.
bkmi/Expectation-Maximization
Notebook with implementation and visualization of Gaussian Mixtures and the EM Algorithm
bkmi/mcmc
Experiments into Markov Chain Monte Carlo for Uncertainty Quantification WiSe17 at the Freie Universität Berlin
bkmi/mdtraj
A modern, open library for the analysis of molecular dynamics trajectories
bkmi/non-bonded-periodic
A Python package for non-bonded interactions in periodic systems.
bkmi/overfitting
Adventures in generalization and overfitting of neural networks.
bkmi/RandLowRank
Numerical Implementation of Chapter 6 from Petros Drineas & Michael W. Mahoney. Lectures on Randomized Numerical Linear Algebra. https://arxiv.org/abs/1712.08880v1
bkmi/utilsb
Utilities which I want to share between repositories.