.env.example
AUTHORS.md
CHANGELOG.md
CITATION.cff
CODE_OF_CONDUCT.md
CONTRIBUTING.md
LICENSE
MANIFEST.in
README.md
SECURITY.md
VERSION
pyproject.toml
requirements-dev.txt
requirements.txt
setup.cfg
./ion_logic/__init__.py
./ion_logic/version.py
./ion_logic/core/__init__.py
./ion_logic/core/dhct.py
./ion_logic/core/icfd.py
./ion_logic/core/lfi.py
./ion_logic/core/msc.py
./ion_logic/core/nifp.py
./ion_logic/core/ntii.py
./ion_logic/core/rkt.py
./ion_logic/data/__init__.py
./ion_logic/data/itu_loader.py
./ion_logic/eis/__init__.py
./ion_logic/eis/circuit_fitter.py
./ion_logic/eis/eis_parser.py
./ion_logic/eis/eis_to_lfi.py
./ion_logic/eis/eis_to_lfi_improved.py
./ion_logic/eis/nyquist_analyzer.py
./ion_logic/eis/physics_integrated_converter.py
./ion_logic/environments/__init__.py
./ion_logic/environments/battery_electrolyte.py
./ion_logic/environments/neural_channel.py
./ion_logic/environments/pem_membrane.py
./ion_logic/environments/solid_state.py
./ion_logic/membranes/__init__.py
./ion_logic/membranes/fouling_detector.py
./ion_logic/membranes/selectivity_engine.py
./ion_logic/ml/__init__.py
./ion_logic/ml/data_preprocessor.py
./ion_logic/ml/lfi_predictor.py
./ion_logic/ml/model_trainer.py
./ion_logic/models/__init__.py
./ion_logic/models/ensemble.py
./ion_logic/models/failure_classifier.py
./ion_logic/models/shap_explainer.py
./ion_logic/monitoring/__init__.py
./ion_logic/monitoring/alert_engine.py
./ion_logic/monitoring/coherence_tracker.py
./ion_logic/monitoring/tipping_point_detector.py
./ion_logic/physics/__init__.py
./ion_logic/physics/advanced_equations.py
./ion_logic/physics/enhanced_models.py
./ion_logic/redox/__init__.py
./ion_logic/redox/butler_volmer.py
./ion_logic/redox/overpotential_tracker.py
./ion_logic/transport/__init__.py
./ion_logic/transport/activity_corrector.py
./ion_logic/transport/electroneutrality.py
./ion_logic/transport/nernst_planck_solver.py
./ion_logic/transport/pinn_transport.py
./ion_logic/utils/__init__.py
./ion_logic/utils/config.py
./ion_logic/utils/constants.py
./ion_logic/visualization/__init__.py
./ion_logic/visualization/lfi_dashboard.py
./ion_logic/visualization/light_plotter.py
./ion_logic/visualization/nyquist_plotter.py
bin/compute_lfi.py
bin/monitor_platform.py
data/examples/battery_electrolyte_real.csv
data/examples/neural_channel_real.csv
data/examples/pem_membrane_real.csv
data/examples/solid_state_real.csv
examples/analysis_with_plotly.py
examples/analyze_real_eis_files.py
examples/complete_analysis.py
examples/ml_enhanced_analysis.py
examples/physics_integrated_analysis.py
examples/quick_start.py
examples/real_eis_analysis.py
ion_logic/__init__.py
ion_logic/version.py
ion_logic/core/__init__.py
ion_logic/core/dhct.py
ion_logic/core/icfd.py
ion_logic/core/lfi.py
ion_logic/core/msc.py
ion_logic/core/nifp.py
ion_logic/core/ntii.py
ion_logic/core/rkt.py
ion_logic/data/__init__.py
ion_logic/data/itu_loader.py
ion_logic/eis/__init__.py
ion_logic/eis/circuit_fitter.py
ion_logic/eis/eis_parser.py
ion_logic/eis/eis_to_lfi.py
ion_logic/eis/eis_to_lfi_improved.py
ion_logic/eis/nyquist_analyzer.py
ion_logic/eis/physics_integrated_converter.py
ion_logic/environments/__init__.py
ion_logic/environments/battery_electrolyte.py
ion_logic/environments/neural_channel.py
ion_logic/environments/pem_membrane.py
ion_logic/environments/solid_state.py
ion_logic/membranes/__init__.py
ion_logic/membranes/fouling_detector.py
ion_logic/membranes/selectivity_engine.py
ion_logic/ml/__init__.py
ion_logic/ml/data_preprocessor.py
ion_logic/ml/lfi_predictor.py
ion_logic/ml/model_trainer.py
ion_logic/models/__init__.py
ion_logic/models/ensemble.py
ion_logic/models/failure_classifier.py
ion_logic/models/shap_explainer.py
ion_logic/monitoring/__init__.py
ion_logic/monitoring/alert_engine.py
ion_logic/monitoring/coherence_tracker.py
ion_logic/monitoring/tipping_point_detector.py
ion_logic/physics/__init__.py
ion_logic/physics/advanced_equations.py
ion_logic/physics/enhanced_models.py
ion_logic/redox/__init__.py
ion_logic/redox/butler_volmer.py
ion_logic/redox/overpotential_tracker.py
ion_logic/transport/__init__.py
ion_logic/transport/activity_corrector.py
ion_logic/transport/electroneutrality.py
ion_logic/transport/nernst_planck_solver.py
ion_logic/transport/pinn_transport.py
ion_logic/utils/__init__.py
ion_logic/utils/config.py
ion_logic/utils/constants.py
ion_logic/visualization/__init__.py
ion_logic/visualization/lfi_dashboard.py
ion_logic/visualization/light_plotter.py
ion_logic/visualization/nyquist_plotter.py
scripts/api_server.py
scripts/benchmark.py
scripts/daily_report.py
scripts/export_physics_results.py
scripts/export_report.py
scripts/export_results.py
scripts/run_eis_validation.py
scripts/train_ml_model.py
tests/test_basic.py
tests/integration/test_full_pipeline.py
tests/unit/test_lfi_composite.py