fabriciocravo.github.io

Fabricio Cravo

Ph.D. student at Paris-Saclay University
LMF - ENS Paris Saclay
LISN

Research Interests

• Natural Algorithms
• Mathematical Modeling for Natural Systems
• Computational Neuroscience
• Neural Networks

Projects

• DREAMY: Distributed Algorithms in Microbiological Systems (ANR)

Teaching

• Algorithms and Complexity (CentraleSupélec) - (2* Semester 2021, 2* Semester 2022)
• Distributed Algorithms (Polytech Paris-Saclay) - (2* Semester 2021, 2* Semester 2022)
• Electromagnetism (Unicamp) - (1* Semester 2021)
• Mathematics Summer School (CentraleSupélec) - (1* Semester 2018, 1* Semester 2019, 1* Semester 2020)

Publications

• An Allee-based Distributed Algorithm for Microbial Whole-Cell Sensors with M. Függer, and T. Nowak, 2022.
  bioRxiv

• MobsPy: A Meta-Species Language for Chemical Reaction Networks with M. Függer, and G. Prakash, and T. Nowak, 2022.
  Extended abstract presented at CMSB 2022
  bioRxiv

• Stochastic Multi-Distribution Modeling of Inter-Contact Times with T. Nowak, 2022.
  Extended abstract presented at ICOIN 2022.
  arXiv

• Pixel Attack for CAPTCHA Construction with R. Arthur, 2022.
  Extended abstract presented at FICC 2022
  

Education

• Computer Engineering - CentraleSupélec (Double Degree) - (2017 - 2020)
• Telecommunications Engineering - Unicamp (2016 - 2021)
• Electrical and Computer Engineering - University of Missouri (Exchange Program) - 2015
• Chemical Engineering - Unifesp (Interrupted) - (2012, 2016)

Sotware Projects

• Greener Webscraper
  This project consisted of a bot that automates the search for information about companies from survey responses. It was coded for and used by the Greener consulting company in Brazil. - 2021 (Git-Hub not publicly available)

• MobsPy
  This repository contains the Meta-Species Oriented Biosystem Syntax, for which I am currently the lead developer - (2021 - Ongoing) Git-Hub

• Event Recommendation Website
  In this project, I developed a TF-IDF cosine similarity algorithm to tackle the cold-start recommendation challenge. - 2020 Git-Hub

• Adversarial Captchas
  This project contains a neural network to generate Adversarial Captchas with the One Pixel Attack - 2020 Git-Hub

• Collaborative Online TCP-IP Whiteboard
  This project consists of a collaborative whiteboard where multiple people can draw together online. - 2019 Git-Hub

Activities

• Ph.D. Student Representative - LMF ENS Paris-Saclay - 2023
• Teaching Internship - President of the Mathematics Summer School - E. Herbin (2018 - 2020)
• Research Internship - Piezoelectric Devices Design - S. Kovaleski - University of Missouri (2015)
• Volunteering - International Student Reception - University of Missouri (2015)
• Research Internship - Electromagnetism Through Differential Forms - A. Mihara - Unifesp (2013 - 2014)

Contact

Fabricio Cravo
Laboratoire Méthodes Formelles
ENS Paris-Saclay
Room 2S67
4, avenue des Sciences
91190 Gif-sur-Yvette
France

Emails: fabricio dot cravo [at] student dot ecp dot fr
fabricio dot cravo1 [at] universite-paris-saclay dot fr