Methoden

• — ESM-2 Protein Language Model
• — cVAE (conditional Variational Autoencoder)
• — Bayesian Optimization
• — Retrograder AAV-Transport
• — ASGCT 2026 Talks & Analysen

ASGCT 2026 — Vorträge

• AAV Engineering III
• AAV Engineering IV
• AAV Trafficking
• Lir — AAV × LLM
• ShapeTX — AAV5 Engineering
• Tuning Receptor Interactions (Caltech)

Workstation & Infrastruktur

• Workstation Work Package
• Scientific Node
• Biophysics Application
• Computational Application

Slides & Papers — Referenzen mit Volltext + PNG

• Voyager — ASGCT 2023 (Hoffman) · 33 Slides
• Voyager — ASGCT 2025 Poster
• Voyager — ASGCT 2024 Poster (Cox)
• Deep Diversification AAV Capsid (ML)
• AAV Fitness Landscape
• Generative AAV Capsid (Latent Interpolation)
• ML for AAV Assembly Prediction
• Systematic Capsid Evolution (In Vivo)
• Optimal Trade-off Control (ML Library Design)
• Multi-trait AAV Engineering
• Protein Design & Variant Prediction (Autoregressive)
• ProteinVAE — Variational AutoEncoder
• Unified Rational Protein Engineering
• Hammock — HMM Peptide Clustering

System

• ↗ How to track & share information

Compute

AlphaFold (VSC-5 GPU) · ESMFold (Google Cloud Run) · Oracle (Gemini)