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Building ML + DFT pipelines that scientists actually use

·19 words·1 min
Ismail Can Oguz
Author
Ismail Can Oguz
I build ML-accelerated atomistic workflows (equivariant GNNs + DFT) to discover catalysts and understand surfaces.

A short playbook for equivariant GNN + DFT loops, dataset schemata, and how to keep runs reproducible on HPC.