ericardomuten
Quantum and classical optimization & machine learning enthusiast! | Quantum Science & Technology, Technical University of Munich
@infineonMunich, Germany
Pinned Repositories
CERN-QGAN
A CERN openlab Summer Student Programme 2021 Project Repository. In this work, Quantum Generative Adversarial Networks are developed to simulate the ttH production processes in the LHC experiment.
LSTM-GCN_COVID-19
Indonesia's COVID-19 daily new cases prediction using LSTM-GCN method.
qcnn-hep
A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quantum Convolutional Neural Network (QCNN), in HEP events classification from particle image data. The code used in the research is wrapped as an open-source package to ease future research in this field.
qhack-2021-openproject
This project aims to use modified layerwise learning on data re-uploading classifier to classify events in HEP. The project won second place at Xanadu's QHack Quantum Machine Learning Open Hackathon 2021.
qhack-2021-solutions
This repo contains my team (Entangled_Nets) submission for the QHack 2021, a quantum machine learning hackathon.
qml-hep-gsoc-2021
A dedicated repository for finishing the QML-HEP GSoC 2021 Tasks and Proposal. This submission is accepted as one of the 2021 projects.
qml-projects
A compilation of my personal Quantum Machine Learning projects.
qml-vqa-library
A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum algorithms, tensor networks, and classical machine learning applications in quantum systems.
quantum_image_classifier
A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and Data Re-uploading Classifier Scheme.
ericardomuten's Repositories
ericardomuten/LSTM-GCN_COVID-19
Indonesia's COVID-19 daily new cases prediction using LSTM-GCN method.
ericardomuten/qml-projects
A compilation of my personal Quantum Machine Learning projects.
ericardomuten/congklak_game
An environment to train reinforcement learning agents to play congklak. Congklak is a traditional strategy board games from Indonesia.
ericardomuten/qml-mooc
Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019
ericardomuten/coursera-jhu-webdev
Repository for JHU HTML, CSS, and Javascript for Web Devs
ericardomuten/hadron-collider-machine-learning
Materials for "Addressing Large Hadron Collider Challenges by Machine Learning" Coursera MOOC
ericardomuten/qiskit-textbook
A university quantum algorithms/computation course supplement based on Qiskit
ericardomuten/qiskit-translations
Home of Qiskit documentation translations
ericardomuten/qosf-screening_task
ericardomuten/Quantum-Hacktoberfest20
Quantum Computing + October 2020 = Quantum-Hacktoberfest