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ericardomuten

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

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.

Jupyter Notebook

LSTM-GCN_COVID-19

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

Jupyter Notebook

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.

Jupyter Notebook

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.

Jupyter Notebook

qml-projects

A compilation of my personal Quantum Machine Learning projects.

Jupyter Notebook

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

undergraduate-thesis-2016

ericardomuten

A repository for profile-level README.

congklak_game

An environment to train reinforcement learning agents to play congklak. Congklak is a traditional strategy board games from Indonesia.

Jupyter Notebook

qiskit-advocate-mentorship

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

Jupyter Notebook

VQE_H2

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

Jupyter Notebook

profile-page

Jupyter Notebook

qosf-screening_task

Jupyter Notebook

coursera-jhu-webdev

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

qiskit-events

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).

Jupyter Notebook

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/nightmode-exposure-fusion

ericardomuten

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