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2025-11-27 08:59:35 +02:00
"""Utility functions for quantum entanglement data processing."""
# Country name standardization
country_conversion = {
'usa': 'USA',
'united states': 'USA',
'uk': 'UK',
'united kingdom': 'UK',
'england': 'UK',
}
# Institution name standardization
institution_conversion = {
'Massachusetts Institute of Technology': 'MIT',
'University of Oxford': 'Oxford',
}
# Lab type categories
lab_types = ['University', 'Government', 'Research Institute', 'Private']
# Photon source types
source_types = ['SPDC', 'PDC', 'Quantum Dot', 'Atomic Cascade']
# Detector types
detector_types = ['APD', 'SNSPD', 'PMT', 'SPAD']
# Measurement method types
measurement_methods = ['Coincidence', 'Homodyne', 'Heterodyne', 'Tomography']
# Country abbreviations
country_abbrev = {
'USA': 'US',
'UK': 'GB',
'China': 'CN',
'Germany': 'DE',
'Italy': 'IT',
'France': 'FR',
'South Korea': 'KR',
'Brazil': 'BR',
'Japan': 'JP',
'Australia': 'AU',
'Sweden': 'SE',
'Israel': 'IL',
'Spain': 'ES',
'Netherlands': 'NL',
'Denmark': 'DK',
'Poland': 'PL',
'Ireland': 'IE',
'Russia': 'RU',
'Singapore': 'SG',
'India': 'IN',
'Switzerland': 'CH',
'Canada': 'CA',
'Czech Republic': 'CZ',
'Taiwan': 'TW',
'Pakistan': 'PK',
'Egypt': 'EG',
'Portugal': 'PT',
'Mexico': 'MX',
'Norway': 'NO',
'Bangladesh': 'BD',
'Greece': 'GR',
'Slovakia': 'SK',
}
# Country populations (in millions, approximate)
country_populations = {
'USA': 331,
'UK': 67,
'China': 1444,
'Germany': 83,
'Italy': 60,
'France': 65,
'South Korea': 52,
'Brazil': 213,
'Japan': 126,
'Australia': 26,
'Sweden': 10,
'Israel': 9,
'Spain': 47,
'Netherlands': 17,
'Denmark': 6,
'Poland': 38,
'Ireland': 5,
'Russia': 144,
'Singapore': 6,
'India': 1380,
'Switzerland': 9,
'Canada': 38,
'Czech Republic': 11,
'Taiwan': 24,
'Pakistan': 225,
'Egypt': 102,
'Portugal': 10,
'Mexico': 129,
'Norway': 5,
'Bangladesh': 165,
'Greece': 11,
'Slovakia': 5,
}