Peptide-focused instruction-tuned LLM that describes function, designs sequences, predicts eight bioactivity properties and edits physicochemistry.
Shanghai AI Laboratory / Carnegie Mellon University / Brown University / Xidian University / University of Oulu / Wuhan University / Nanjing University
Released September 26, 2025
Spectroscopy-grounded molecular foundation model that reads NMR, IR, and mass spectra as text, elucidating structures and generating 3D conformers.
China-Japan Friendship Hospital / Xidian University / Microsoft Research Asia / Peking University / Fudan University / Arizona State University
Released August 17, 2025
Dermatology foundation model pretrained on 432,776 skin images, covering malignancy classification, severity grading, and lesion segmentation.
Pocket-conditioned 3D ligand generator trained on its own predicted conformations, closing the train-inference gap that degrades diffusion sampling.