Drug delivery formulation skill for optimizing drug loading, encapsulation efficiency, and release kinetics
The Drug Encapsulation Optimizer skill provides systematic optimization of nanoparticle drug delivery formulations, enabling maximized drug loading, controlled release kinetics, and formulation stability.
Loading Optimization
Release Kinetics
Stability Assessment
{
"drug": "string",
"carrier_type": "liposome|polymer|micelle|lipid_np",
"target_loading": "number (wt%)",
"release_target": "immediate|sustained|triggered",
"route": "iv|oral|topical|inhalation"
}
{
"optimized_formulation": {
"drug_loading": "number (wt%)",
"encapsulation_efficiency": "number (%)",
"particle_size": "number (nm)",
"pdi": "number"
},
"release_kinetics": {
"model": "string",
"parameters": {},
"t50": "number (hours)",
"t90": "number (hours)"
},
"stability": {
"shelf_life": "number (months)",
"storage_conditions": "string"
}
}