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1. GA-Best-Practices GA-Best-Practices Public

   A set of best practices to optimize genetic algorithm hyperparameters such as population size, mutation rate, elitism percentage, selection method, and introduce systematic convergence criteria for…

   Jupyter Notebook 1 3

2. GA-tandem-OSCs GA-tandem-OSCs Public

   A genetic-algorithm and ML pipeline to find the best combination of molecules for tandem organic solar cells

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3. GA_unfused_NFAs GA_unfused_NFAs Public

   Genetic algorithm to generate and evaluate new unfused non-fullerene acceptor molecules

   1

4. OPEP OPEP Public

   ML model to predict the efficiency of non-fullerene based organic solar cells

   Jupyter Notebook 4

5. polymer-GA polymer-GA Public

   Genetic algorithm for polymers (oligomers of 6 units)

6. Meta-analysis_OSCs Meta-analysis_OSCs Public

   Data files and analysis notebooks for a meta-analysis on molecular design strategies for organic solar cells

   Jupyter Notebook 1