AI-enabled model-experimental-data (ModEx) integration to emulate and calibrate PFLOTRAN process models.

This repo will be updates as we develop ML models and calibrate PFLOTRAN reaction sandbox.

This research was partially supported by project awards from the Environmental Molecular Sciences Laboratory (EMSL), a U.S. Department of Energy (DOE) Office of Science User Facility sponsored by the Biological and Environmental Research (BER) program under Contract No. DE-AC05-76RL01830.

AI-enabled ModEx: A scalable AI workflow to efficiently calibrate PFLOTRAN process models

This manuscript in development with team members and collaborators: Glenn Hammond, Cheng Shi, Satish Karra, and Emily Graham