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/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.
ericardomuten/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.
ericardomuten/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/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.
ericardomuten/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.
ericardomuten/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.
ericardomuten/qhack-2021-solutions
This repo contains my team (Entangled_Nets) submission for the QHack 2021, a quantum machine learning hackathon.
ericardomuten/ericardomuten
A repository for profile-level README.
ericardomuten/undergraduate-thesis-2016
ericardomuten/ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
ericardomuten/nightmode-exposure-fusion
Implementation of night mode photography algorithm utilizing histogram equalization, image registration, and Mertens exposure fusion.
ericardomuten/qiskit-advocate-mentorship
A temporary repository created for finishing QML projects for the Qiskit Advocate Mentorship Program.
ericardomuten/awesome-quantum-ml
Curated list of awesome papers and resources in quantum machine learning
ericardomuten/gvlab-research-internship
A repository to save the works done during my research internship at Gentiane Venture's Laboratory, Tokyo Univ. of Agriculture and Technology, Japan.
ericardomuten/profile-page
ericardomuten/qiskit-events
A repository to save codes created during/for Qiskit-related events by IBM Quantum.
ericardomuten/qrr
ericardomuten/starter-academic
🎓 Easily create a beautiful academic résumé or educational website using Hugo, GitHub, and Netlify
ericardomuten/TUM-PH2264
For tutorial class of Computational Methods in Many-Body Physics (PH2264).
ericardomuten/VQE_H2
VQE algorithm for estimating the ground state energy and wave function for H2 molecule.
ericardomuten/Enhanced-Autoencoders-for-anomaly-detection
ericardomuten/fisiquimicamente
FisiQuĂmicamente / PhysiChemically / FisiQuĂmicament
ericardomuten/markdown-badges
Badges for your Profile and Projects.
ericardomuten/masters-thesis
ericardomuten/profile-page-giscus
ericardomuten/qamp-spring-23
ericardomuten/QMLHEP
ericardomuten/quantum-hardware-scribe
ericardomuten/tanedo-website-2021
ericardomuten/TUM-EI70760