diogodcarvalho
PhD Student @GoLP-IST. Working at the intersection of ML and Plasma Physics
Lisbon, Portugal
Pinned Repositories
catpage.github.io
Learn to use git/github *and* look at pictures of cats!
gns-sheet-model
Graph Network Simulator for the One-Dimensional Plasma Sheet Model
isttok-tomography
Source code for the ISTTOK training program on "Tokamak Engineering and Operation"
PlasmaPy
An open source Python package for plasma research and education
PlasmaTomoML
Tomographic algorithms for Fusion Plasmas implemented using machine learning techniques. Implementation for JET bolometer setup and COMPASS SXR system available
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
telemanom
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
ultimateTTT-MC
Implementation of different AIs to play Ultimate tic-tac-toe based on Pure Monte Carlo Search method and Monte Carlo Tree Search (MCTS) with Upper Confidence Bound 1 applied to trees (UCB1)
vlasov-sparse-regression
Example of sparse regression algorithms for the recovery of the Vlasov Equation from PIC data
zpic
diogodcarvalho's Repositories
diogodcarvalho/PlasmaTomoML
Tomographic algorithms for Fusion Plasmas implemented using machine learning techniques. Implementation for JET bolometer setup and COMPASS SXR system available
diogodcarvalho/vlasov-sparse-regression
Example of sparse regression algorithms for the recovery of the Vlasov Equation from PIC data
diogodcarvalho/catpage.github.io
Learn to use git/github *and* look at pictures of cats!
diogodcarvalho/gns-sheet-model
Graph Network Simulator for the One-Dimensional Plasma Sheet Model
diogodcarvalho/isttok-tomography
Source code for the ISTTOK training program on "Tokamak Engineering and Operation"
diogodcarvalho/PlasmaPy
An open source Python package for plasma research and education
diogodcarvalho/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
diogodcarvalho/telemanom
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
diogodcarvalho/ultimateTTT-MC
Implementation of different AIs to play Ultimate tic-tac-toe based on Pure Monte Carlo Search method and Monte Carlo Tree Search (MCTS) with Upper Confidence Bound 1 applied to trees (UCB1)
diogodcarvalho/zpic