What are Some Common Applications of Pandas in Catalysis?
Pandas can be applied in various aspects of catalytic research:
Kinetic Studies: Analyzing reaction rates and determining rate laws by organizing and plotting experimental data. Optimization: Evaluating the effects of different parameters (e.g., temperature, pressure, catalyst concentration) on reaction yield and selectivity. Machine Learning: Preprocessing data for machine learning models that predict catalytic activity or properties. Data Visualization: Creating plots and charts to visualize trends and patterns in experimental data.