ClarusC64/nano-syn-nanoparticle-surface-ligand-decoupling-v0.1

Goal Detect ligand decoupling. This is the failure mode where: Ligand metricsstop predictingfunctional stability and targeting. A batch can look acceptableby ligand density alonewhile zeta potential, size, and bindingdrift into failure. Inputs ligand density zeta potential hydrodynamic diameter aggregation rate in vitro binding efficiency stability window Required outputs ligand_coherence_score decoupling_flag decoupling_type targeting_failure_probability aggregation_risk… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/nano-syn-nanoparticle-surface-ligand-decoupling-v0.1.