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Australia's oldest university, with research spanning biomedicine, engineering, and computing, anchored by a major biomedical precinct in Parkville.
EPFL / Lehigh University / Walter and Eliza Hall Institute of Medical Research / University of Melbourne
Released August 15, 2025
De novo transmembrane protein design by joint all-heavy-atom sequence and structure diffusion, validated by a 1.7 A crystal structure.
Walter and Eliza Hall Institute of Medical Research / University of Freiburg / University of Melbourne
Released May 14, 2025
Deep mutational scanning score imputation across protein domains, pairing ESM-1v embeddings with EVE conservation and physicochemical features.
National University of Singapore / Shantou University / Agency for Science, Technology and Research (A*STAR) / Chinese University of Hong Kong / Singapore National Eye Centre / Northeastern University (China) / Nanjing University of Aeronautics and Astronautics / Duke-NUS Medical School / Centre for Eye Research Australia / University of Melbourne / University of Liverpool / Sun Yat-sen University / Tsinghua University / UCSF
Released April 22, 2025
Ophthalmic foundation model behind the GlobeReady platform, reading fundus and OCT scans by frozen-encoder retrieval instead of per-site fine-tuning.
Monash University / Beijing University of Chemical Technology / Virginia Commonwealth University / University of Melbourne
Released March 13, 2025
Enzyme turnover number (kcat) prediction from sequence and substrate SMILES, scaling to genome-wide kinetic parameters for metabolic modeling.
CeMM Research Center for Molecular Medicine / Ludwig Boltzmann Institute for Network Medicine / Medical University of Vienna / University of Vienna / Medical University of Innsbruck / University of Cologne / Helmholtz Munich / KU Leuven / University of Melbourne
Released November 15, 2024
Tissue-specific histological aging clocks that read biological age and per-organ age gaps from H&E whole-slide images and from blood gene expression.