GitHub

DAG Amendment for Inverse Control of Parametric Shapes

This repository is the official Blender implementation of the paper "DAG Amendment for Inverse Control of Parametric Shapes" by Élie Michel and Tamy Boubekeur, published in Transactions on Graphics ...
GitHub

Approximate Discrete Radon Transform

This library provides an implementation of an approximate discrete Radon transform (ADRT) and related routines as a Python module operating on NumPy arrays. Implemented routines include: the forward ...
LinkedIn

"A Practical Guide to Estimating Probability of Default Using Bayesian Statistics in Python"

Credit risk modelling is a cornerstone of modern finance, enabling lenders to quantify the risk that a borrower will default on their obligations. One of the most important metrics in this domain is ...
Nature

Inverse design of photonic surfaces via multi fidelity ensemble framework and femtosecond laser processing

We demonstrate a multi-fidelity (MF) machine learning ensemble framework for the inverse design of photonic surfaces, trained on a dataset of 11,759 samples that we fabricate using high throughput ...
LinkedIn

Road Load Data Acquisition and why road loads are expressed as Power Spectral Density - an exercise with python

Sample number N is recommended to be a power of 2 (2^p) - minimizes computation time to find Fourier coefficients (see FFT generation) delta (t) is the time interval between samples (time taken to ...
Nature

Generalizing the inverse FFT off the unit circle

The CZT can use sample points from the entire complex plane and not only from the unit circle. More specifically, the transform distributes the samples along a logarithmic spiral contour (i.e., chirp ...