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PHASE-FIELD-LAB
PHASE-FIELD-LAB provides material scientists with an integrated platform to annotate video data, learn phase field models and evaluate the learned models with... -
Rate-dependent material dataset
The dataset used for training the evolution TANN model, containing 60,000 samples of strain and strain rate data for a rate-dependent material. -
Viscoplastic material dataset
The dataset used for training the evolution TANN model, containing 56,000 samples of strain and strain rate data for a viscoplastic material. -
Elasto-plastic material dataset
The dataset used for training the evolution TANN model, containing 40,000 samples of strain and strain rate data for a rate-independent elasto-plastic material. -
Conditional DDPM Model
The dataset used in the paper is a set of images of microstructures, used for training and testing the Conditional DDPM model. -
Liquid Metal Embedded Elastomers (LMEEs) Microstructure Dataset
A dataset of microstructures realized to generate the training dataset for linking material microstructure to its properties directly and inversely. -
Truss Design Problem
Truss design problem with material optimization
