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Rafael Monteiro's Projects

binary_classification_phase_separation icon binary_classification_phase_separation

Python code for the paper "Binary classification as a phase separation process", by Rafael Monteiro. Further information can be found in the tutorial website below.

landscape_sketch_and_step icon landscape_sketch_and_step

Supplementary material for the paper "Landscape-Sketch-Step: An AI/ML-Based Metaheuristic for Surrogate Optimization Problems", by R. Monteiro K. Sau

rising_sun_envelope_method icon rising_sun_envelope_method

Companion website with an overview of the methods developed in the paper "The Rising Sun Envelope Method: an automatic and accurate peak location technique for XANES measurements".

short-notes icon short-notes

These are some notes I wrote for internal seminars (audience made up of mathematicians, physicists and other scientists). They are only for teaching purpose.

stochastic-simulations icon stochastic-simulations

A glimpse of some stochastic simulation methods. I don't claim originality for the results posted here: these are mostly some quick experiments I did while doing research.

transverse-bifurcation-of-viscous-slow-mhd-shocks icon transverse-bifurcation-of-viscous-slow-mhd-shocks

This repository contains the notebook with symbolic computations in SAGE for the paper "Transverse bifurcation of viscous slow MHD shocks", by Blake Barker, Rafael Monteiro, and Kevin Zumbrun. The code is not intended to be optimized, and in several parts (believe it or not) we chose clarity to the detriment of efficiency. The preprint can be found in https://arxiv.org/abs/1901.09153

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