rafael-a-monteiro-math
Applied Mathematician ∞ Signal processing ∞ PDEs ∞ Spatial-temporal forecasting ∞ AI/ML ∞ Optimization ∞ Devel. of analytical methods in Material Sciences
Mathematics for Advanced Materials - Open Innovation LabSendai, Japan
Pinned Repositories
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
Supplementary material for the paper "Landscape-Sketch-Step: An AI/ML-Based Metaheuristic for Surrogate Optimization Problems", by R. Monteiro K. Sau
rafael-a-monteiro-math.github.io
Under construction
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
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
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
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
rafael-a-monteiro-math's Repositories
rafael-a-monteiro-math/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.
rafael-a-monteiro-math/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".
rafael-a-monteiro-math/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
rafael-a-monteiro-math/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
rafael-a-monteiro-math/rafael-a-monteiro-math.github.io
Under construction
rafael-a-monteiro-math/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.
rafael-a-monteiro-math/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.