ICL Discovery Platform
Ionizable cationic lipid design for targeted mRNA delivery
Review harness
online
intake / ICL / verification
Eval suite
5/5
deterministic regression gates
Retraining policy
active
calibration -> fine-tune
Sensitive sources
hidden
only internalized signals exposed
Pipeline stages
Primary Workflow
Design
Start seeded, scaffold-hop, or constrained de novo discovery campaigns
Candidates
Triage ranked molecules, synthesis picks, exports, and iteration seeds
Review
Run ICL quality, evidence, safety, tropism, and lifecycle decision gates
Knowledge
Internalized LNP-mRNA intelligence, benchmarks, literature, and source hygiene
Supporting Workbenches
Run History
Inspect pipeline execution state and stage timing
Results Detail
Preview per-stage CSV outputs and SDF exports
Library
Review lipid inventory, reagents, and tested assets
Formulation DOE
Optimize LNP molar ratios with Bayesian DOE
mRNA Design
Codon optimization, UTR selection, structure prediction
Conjugation
Predict antibody-LNP conjugation efficiency