Data

Tools

Indexes

Applications

Experiments

Open Source Science

anomaly_detection_for_quantum_j1_j2_model

Autoencoder and anomaly detection techniques for discovery of phase diagram boundaries for the quantum J1-J2 model

https://github.com/marcinplodzien/anomaly_detection_for_quantum_j1_j2_model

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (0.2%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

Autoencoder and anomaly detection techniques for discovery of phase diagram boundaries for the quantum J1-J2 model

Basic Info
  • Host: GitHub
  • Owner: MarcinPlodzien
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 1.87 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 1 year ago · Last pushed about 1 year ago
Metadata Files
Readme Citation

README.md

AnomalydetectionforquantumJ1J2model

Autoencoder and anomaly detection techniques for discovery of phase diagram boundaries for the quantum J1-J2 model

Owner

  • Name: Marcin Plodzien
  • Login: MarcinPlodzien
  • Kind: user
  • Location: Barcelona
  • Company: ICFO

Marcin Płodzień is a theoretical physicist working in the field of many-body systems with a focus on quantum simulators and deep learning for quantum mechanic.

Citation (CITATION.cff) 

# CITATION.cff

cff-version: 1.2.0
message: "If you use this code in your research, please cite it using the following metadata."
title: "Anomaly Detection for Quantum J1-J2 Model"
authors:
  - family-names: "Płodzień"
    given-names: "Marcin"
    orcid: "https://orcid.org/0000-0002-0835-1644"  
date-released: "2025-01-06"  # Adjust the release date as appropriate
version: "1.0.0"  # Update this version based on your release tag
repository-code: "https://github.com/MarcinPlodzien/Anomaly_detection_for_quantum_J1_J2_model"
keywords:
  - anomaly detection
  - quantum mechanics
  - J1-J2 model
  - autoencoder
license: "MIT"  # Replace with your repository's license
abstract: >
  This repository contains code for anomaly detection in the quantum J1-J2 model.
  It includes implementations and methods for identifying and analyzing finite size 
  phase diagram with a focus on leveraging autoencoder techniques.

GitHub Events

Total
  • Push event: 4
Last Year
  • Push event: 4