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ericardomuten

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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.

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.

Jupyter Notebook

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.

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Indonesia's COVID-19 daily new cases prediction using LSTM-GCN method.

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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.

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qml-projects

A compilation of my personal Quantum Machine Learning projects.

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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.

Jupyter Notebook

qhack-2021-solutions

This repo contains my team (Entangled_Nets) submission for the QHack 2021, a quantum machine learning hackathon.

Python

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ericardomuten

A repository for profile-level README.

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A temporary repository created for finishing QML projects for the Qiskit Advocate Mentorship Program.

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Implementation of night mode photography algorithm utilizing histogram equalization, image registration, and Mertens exposure fusion.

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VQE_H2

VQE algorithm for estimating the ground state energy and wave function for H2 molecule.

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Repository for JHU HTML, CSS, and Javascript for Web Devs

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A repository to save codes created during/for Qiskit-related events by IBM Quantum.

Jupyter Notebook

TUM-PH2264

For tutorial class of Computational Methods in Many-Body Physics (PH2264).

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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.

Python

qrr

Jupyter Notebook

ericardomuten/qhack-2021-openproject

ericardomuten

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