AutoDock molecular docking skill for small molecule binding prediction and virtual screening
Surface chemistry skill for managing ligand exchange reactions, bioconjugation protocols, and functional group quantification
Materials database query skill for accessing structure and property data from multiple repositories
Nanocatalysis skill for evaluating catalytic activity, selectivity, and stability of nanomaterial catalysts
Raman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterials
Scanning Tunneling Microscopy skill for atomic-resolution imaging and local density of states measurements
Active targeting skill for designing and validating nanoparticle targeting strategies
UV-Vis-NIR spectroscopy skill for optical property characterization including plasmon resonance and bandgap analysis
X-ray Diffraction skill for crystal structure, phase identification, and crystallite size analysis of nanomaterials
Delphes fast detector simulation skill for phenomenological studies and BSM searches
E&L study design and data analysis skill for chemical characterization of medical devices
Use-related risk analysis skill for identifying hazards associated with user interaction per IEC 62366-1
Chemical reactor design skill for sizing, configuration selection, and performance optimization
Reactive chemical hazards analysis skill for thermal stability, incompatibility, and runaway reaction assessment
Environmental impact assessment skill for NEPA, wetlands, and endangered species screening
Analyze and prove approximation ratios for optimization algorithms
Analyze programs under various memory models for concurrent correctness
Interface with SMT solvers for verification and synthesis
Integer and mixed-integer programming skill for combinatorial optimization problems with discrete decision variables.
NIOSH Lifting Equation calculator for manual material handling risk assessment.
Skill for surface composition, chemical state, and topography analysis including XPS depth profiling, AFM imaging, and contact angle measurements
Specialized skill for polymer materials analysis including molecular weight distribution, thermal transitions, crystallinity, and rheological properties
Monte Carlo methods for uncertainty quantification
Stan probabilistic programming for Bayesian inference
Deep integration with finite element analysis tools for structural simulation across static, dynamic, and nonlinear domains
Dynamic Light Scattering skill for hydrodynamic size distribution and polydispersity analysis
Chemical/Physical Vapor Deposition skill for thin film and nanostructure deposition optimization
Drug delivery formulation skill for optimizing drug loading, encapsulation efficiency, and release kinetics
Fluorescence spectroscopy skill for quantum dot characterization, FRET measurements, and photoluminescence analysis
Fourier Transform Infrared spectroscopy skill for molecular identification and surface functional group analysis