Synthesis parameter optimization skill for metal, semiconductor, and oxide nanoparticle production with automated protocol generation and reproducibility validation
The Nanoparticle Synthesis Optimizer skill provides systematic optimization of synthesis parameters for metal, semiconductor, and oxide nanoparticle production, enabling reproducible synthesis protocols with controlled size, morphology, and surface chemistry.
Precursor Selection
Temperature Programming
Surfactant Systems
{
"target_material": "string",
"target_size": "number (nm)",
"target_morphology": "sphere|rod|cube|plate",
"size_tolerance": "number (%)",
"synthesis_method": "thermal_decomposition|hot_injection|coprecipitation"
}
{
"optimized_protocol": {
"precursors": [{"name": "string", "concentration": "number"}],
"temperature_profile": [{"temp": "number", "duration": "number"}],
"surfactants": [{"name": "string", "ratio": "number"}]
},
"predicted_outcomes": {
"size": "number (nm)",
"size_distribution": "number (%)",
"yield": "number (%)"
}
}