nta-particle-tracker
Nanoparticle Tracking Analysis skill for single-particle size and concentration measurements
plasma-etch-controller
Plasma etching skill for anisotropic nanostructure patterning with selectivity and profile control
quantum-espresso-executor
Quantum ESPRESSO calculation skill for DFT simulations with pseudopotential management
raman-spectroscopy-analyzer
Raman spectroscopy skill for molecular fingerprinting, structural characterization, and chemical identification of nanomaterials
saxs-waxs-analyzer
Small/Wide Angle X-ray Scattering skill for nanostructure size, shape, and organization analysis
scale-up-process-analyzer
Process engineering skill for analyzing and optimizing nanomaterial synthesis scale-up from lab to production
sem-eds-analyzer
Scanning Electron Microscopy with Energy Dispersive X-ray Spectroscopy skill for morphology and elemental analysis
stm-analyzer
Scanning Tunneling Microscopy skill for atomic-resolution imaging and local density of states measurements
targeting-ligand-designer
Active targeting skill for designing and validating nanoparticle targeting strategies
tem-image-analyzer
Transmission Electron Microscopy image analysis skill for nanoparticle size, morphology, and crystallography assessment
tof-sims-analyzer
Time-of-Flight Secondary Ion Mass Spectrometry skill for molecular surface analysis and imaging
uv-vis-nir-analyzer
UV-Vis-NIR spectroscopy skill for optical property characterization including plasmon resonance and bandgap analysis
vasp-dft-executor
VASP DFT calculation skill for electronic structure, geometry optimization, and property prediction of nanomaterials
xps-surface-analyzer
X-ray Photoelectron Spectroscopy analysis skill for surface composition, chemical state, and depth profiling
xrd-crystallography-analyzer
X-ray Diffraction skill for crystal structure, phase identification, and crystallite size analysis of nanomaterials
aflow-materials-discovery
AFLOW automatic materials discovery skill for high-throughput DFT calculations and materials database queries
bluesky-data-collection
Bluesky experimental orchestration skill for scan automation, data collection, and metadata management
camb-cosmology-calculator
CAMB cosmological perturbation skill for CMB power spectra, matter power spectra, and cosmological parameter estimation
comsol-multiphysics-modeler
COMSOL finite element skill for multiphysics simulations including electromagnetics, heat transfer, and fluid dynamics
cosmosis-parameter-estimator
CosmoSIS cosmological parameter estimation skill for MCMC sampling and likelihood analysis
delphes-fast-simulator
Delphes fast detector simulation skill for phenomenological studies and BSM searches
emcee-mcmc-sampler
emcee MCMC skill for Bayesian parameter estimation and posterior sampling in physics applications
epics-control-system
EPICS control system skill for accelerator and beamline instrument control and monitoring
geant4-detector-simulator
Geant4 detector simulation skill for particle transport, detector geometry, and physics process modeling
gromacs-biosim-runner
GROMACS molecular dynamics skill specialized for biomolecular systems, protein simulations, and free energy calculations
iminuit-statistical-fitter
iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood
kwant-quantum-transport
Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling
labview-instrument-controller
LabVIEW instrument control skill for DAQ systems, hardware integration, and real-time data acquisition
lammps-md-simulator
LAMMPS molecular dynamics simulation skill for atomistic simulations, force field setup, and large-scale parallel computations
latex-physics-documenter
LaTeX scientific documentation skill specialized for physics papers with equation rendering and journal formatting
lumerical-photonics-simulator
Lumerical FDTD and MODE skill for nanophotonics, integrated photonics, and solar cell design
madgraph-amplitude-calculator
MadGraph matrix element calculation skill for BSM physics, cross-section computation, and event generation
meep-fdtd-simulator
MEEP electromagnetic FDTD simulation skill for photonic devices, metamaterials, and waveguides
monte-carlo-physics-simulator
Monte Carlo simulation skill for statistical physics, particle transport, and stochastic processes
nbodykit-cosmology-analyzer
nbodykit large-scale structure analysis skill for N-body simulations and galaxy surveys
paraview-scientific-visualizer
ParaView visualization skill for 3D scientific data rendering and analysis
pymc-bayesian-modeler
PyMC probabilistic programming skill for hierarchical Bayesian models in physics data analysis
pymeasure-automation
PyMeasure laboratory automation skill for instrument control and automated measurement sequences
pyscf-quantum-chemistry
PySCF quantum chemistry skill for molecular calculations, coupled cluster, and multireference methods
pythia-event-generator
Pythia event generation skill for proton-proton and lepton collisions at high energies
qiskit-quantum-simulator
Qiskit quantum computing skill for circuit design, simulation, and quantum algorithm development
quantum-espresso-runner
Quantum ESPRESSO DFT skill for plane-wave pseudopotential calculations and materials simulation
quimb-tensor-network
QuTiP/quimb tensor network skill for quantum many-body simulations and entanglement analysis
root-data-analyzer
ROOT/CERN data analysis skill for high-energy physics data processing, histogramming, and statistical analysis
scikit-hep-analysis
Scikit-HEP toolkit skill for particle physics data analysis with modern Python tools
scipy-optimization-toolkit
SciPy scientific computing skill for numerical optimization, integration, and signal processing in physics
spinw-magnetic-simulator
SpinW spin wave simulation skill for magnetic materials, magnon dispersions, and neutron scattering analysis
tensorflow-physics-ml
TensorFlow machine learning skill specialized for physics applications including neural network potentials and surrogate models
vasp-dft-calculator
VASP DFT calculation skill for electronic structure, band structures, and materials property predictions
wannier90-tight-binding
Wannier90 skill for maximally localized Wannier functions and tight-binding model construction
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