Data-driven intelligent carbonization unifies diverse biomass into high-performance hard carbon negative electrodes

You can run the MLP model using the data in 0704.csv to obtain a graph illustrating the structure-property relationship of hard carbon. Additionally, you can use extra data from input.csv or your own data to run the predictive model, enabling the rapid prediction of hard carbon performance based on its structural parameters.