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Xavier Olive | Homepage | Twitter | Mastodon | GitHub | ResearchGate | LinkedIn | Stack Overflow | Strava

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I am a research scientist at ONERA, the French Aerospace Lab, passionate about aviation, maps and data.

My research interests include Data Science, Machine Learning and Decision Science applied to aviation, with a particular focus on optimisation, anomaly and pattern detection. Applications range from air traffic management, operations, predictive maintenance, safety analyses and risk assessment.

Although my main job revolves around academic research, writing proposals and research papers, I consider decent software engineering, sharing among peers and with the general public, and reproducibility of results key components of my activity.

Book

Programmation Python avancée

I am the author of the Python book (in French) Programmation Python avancée – Guide pour une pratique élégante et efficace (ISBN 978-2-10-081598-2), available from May 5th, 2021.

A second edition is planned for September 2024.

python

GitHub languages

I am also one of the main contributors of the (hatching) book A journey through aviation data.

python

Software libraries

I am the main developper of the traffic library suite designed for analysing air traffic trajectory data.

traffic
traffic.js
traffic-rs

It heavily relies on more libraries I contribute to:

cartes rs1090 pitot impunity pyModeS

Community and interests

GitHub stars

GitHub stargazers

Teaching materials

pyclass optim4ai constraints

The facile library is a Python binding to a research-oriented constraint satisfaction and optimisation solver originally written in OCaml. The library offers a comfortable syntax for teaching purposes. I wrote a basic blog post few years ago to explain the technical tour de force it has been to implement a binding between two such different languages.

facile

Scientific records

Available on my personal website

Xavier Olive's Projects

monosat icon monosat

MonoSAT - An SMT solver for Monotonic Theories

ode icon ode

Exercice sur les schémas d'intégration d'Euler et de Runge-Kutta d'ordre 4

optim4ai icon optim4ai

Optimisation for Artificial Intelligence, a 4-day course

pyb2b icon pyb2b

Python API to EUROCONTROL NM B2B services

pymodes icon pymodes

A Python Mode-S Decoder for ADS-B (DF17) and EHS (DF20/21)

pyrtlsdr icon pyrtlsdr

A Python wrapper for librtlsdr (a driver for Realtek RTL2832U based SDR's)

python icon python

Ressources complémentaires et code source du livre Programmation Python avancée, Guide pour une pratique élégante et efficace aux éditions Dunod (ISBN 978-2-10-081598-2)

python-sgp4 icon python-sgp4

Python implementation of most recent SGP4 satellite tracking

quadtree icon quadtree

Quadtrees – iterate on pairs of neighbours

raytracer icon raytracer

Projet de logiciel de rendu d'images 3D par lancer de rayons

rich icon rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

rs1090 icon rs1090

Decode Mode S, ADS-B and FLARM signals in Rust/Python

sil icon sil

Python Client for Mode-s Beast Raw Data

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

traffic icon traffic

A toolbox for processing and analysing air traffic data

ucharclasses icon ucharclasses

A XeLaTeX package that lets you insert arbitrary code between characters from different unicode blocks

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