high throughput computational screening

What are the Key Computational Tools Used?

Several computational tools are pivotal in HTCS:
- Density Functional Theory (DFT): Provides insights into the electronic structure of materials, predicting their catalytic properties.
- Molecular Dynamics (MD): Simulates the behavior of molecules over time, helping to understand the stability and dynamics of catalysts.
- Machine Learning (ML): Uses algorithms and statistical models to predict catalyst performance based on existing data.
- High-Performance Computing (HPC): Enables the processing of large datasets and complex simulations at high speeds.

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