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santoshkumarradha/Machine-learning-topological-insulators

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Neural network models to learn calculation of topological invarients

Ongoing project on using Neural networks to calculate topological invarients

Main model development is in CNN_modules.py

Sample architecture

Example

Chern Number calculation of Haldene model using CNN

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Using Neural networks to compute topological invariants in insulators

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