How is Machine Learning Enhancing HPC in Catalysis?
The integration of machine learning techniques with HPC is revolutionizing catalysis research. Machine learning models can be trained on HPC-generated data to: 1. Accelerate the prediction of catalytic properties. 2. Automate the identification of reaction mechanisms. 3. Optimize reaction conditions and catalyst design. 4. Enhance the efficiency of high-throughput screening processes.
