Machine-learning-topological-insulators
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santoshkumarradha
Using Neural networks to compute topological invariants in insulators
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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santoshkumarradha
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Using Neural networks to compute topological invariants in insulators