2 papers
cond-mat.mtrl-sci2024
Time series forecasting of multiphase microstructure evolution using deep learning
Saurabh Tiwari, Prathamesh Satpute, Supriyo Ghosh
Microstructure evolution, which plays a critical role in determining materials properties, is commonly simulated by the high-fidelity but computationally expensive phase-field meth…
cond-mat.mtrl-sci2024
Exploring large language models for microstructure evolution in materials
Prathamesh Satpute, Saurabh Tiwari, Maneet Gupta +1
There is a significant potential for coding skills to transition fully to natural language in the future. In this context, large language models (LLMs) have shown impressive natura…