Large language models, physics-based modeling, experimental measurements: the trinity of data-scarce learning of polymer properties

Ning Liu, Siavash Jafarzadeh, Brian Y. Lattimer +3

Large language models (LLMs) bear promise as a fast and accurate material modeling paradigm for evaluation, analysis, and design. Their vast number of trainable parameters necessit…