- Use ANN methods to fit RF and OH rate constant data k(OH).
- Be able to predict RF, k(OH), and GWP with reasonable accuracy using readily-available information.
- Create a screening tool based on the ANNs.
- Improve the performance of rate constant prediction.
- Compare rate constant predictions to other models.
- Incorporate transition state theory estimates for atmospherically important reactions.