AlphaProteo
AI Model · Research Preview
AI system for generating novel, high-affinity protein binders directly from target structures
Google DeepMind
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Obiettivo di ricerca → flusso di lavoro → strumenti → GPU. Fondato sul catalogo.
Predizione rapida e accurata della struttura target da sequenza tramite AlphaFold2.
Modello generativo di diffusione per scheletri di binder condizionati dal target.
Design di sequenza e ottimizzazione rotameri su scaffold generati.
Validazione del complesso, allineamento interfaccia e punteggio di confidenza ipTM.
Protein structure, molecular representations and biological foundation models.
Computational chemistry, molecular design and AI-assisted pharmaceutical discovery.
AI and accelerated analysis for genomic and biological data.
Cloud compute and model infrastructure for scientific workloads; suitability must be assessed per project.
Research instruments and automated laboratory workflows with documented AI or machine-learning integration.
Single-cell models, spatial analysis and machine-learning cytometry.
AI microscopy, research pathology and cryo-EM analysis.
Non-AI reference algorithms, classical sequence search, physics and statistics, plus supporting computational biology and machine-learning libraries.
Experimental LC–MS/MS, peptide spectral analysis, DIA proteomics, HLA peptide presentation and immunopeptidomics. Classical algorithms and deep models distinguished.
Prodotti verificati rispetto a fonti ufficiali e invii aziendali.
AI Model · Research Preview
AI system for generating novel, high-affinity protein binders directly from target structures
Google DeepMind
AI Model · Open Source
Zero-shot prediction of protein variant effects with language models
Meta AI (FAIR)
AI Model · Open Source
Autoregressive language model generating de novo functional protein sequences
University of Bayreuth
AI Model · Open Source
Diffusion-based generative model for antibody CDR design and antigen conditioning
Tsinghua University (AIR)
Metti i dettagli a confronto.
Aggiornamenti da fonti monitorate
Illustrazione editoriale
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Illustrazione editoriale
