Corrosion prediction database
This database is used to train models and assist computation by linking microstructures with corrosion resistance prediction. The database is continuously updated annually.
Corrosion database (Comp. Mater. Sci.)_vf
Our practice of this database: AIPS Github codes
ECM machining database
This databse is used to train models for ECM prediction of surface roughness and MRR, by linking processing parameters and microstructures with electrochemical behavior.
ECM database (J. Manuf. Proc.)_vf_202601
(in collaboration with Shandong University and Shandong Jianzhu University)
Our practice of this database to predict ECM surface roughness and MRR: ECM machine learning prediction
Corrosion-resistant alloy manuf. database
This database is used to model multi-layer melt pool behavior of corrosion-resistant refractory alloys, e.g., Mo alloys, during solidification process.
>Code zip<
(in collaboration with Shandong Jianzhu University and Shanghai Jiao Tong University)
Our practice of this database/codes to predict LPBF Mo alloys' melt-pool-related features, including surface roughness and densification: [Coming soon; under review @ Comp. Mater. Sci.]
Please kindly cite and directly refer to our database, if you used it for publications, training, etc.