machine-learning
538
tolerance-stackup
Skill for dimensional tolerance analysis and stack-up calculations
a5c-ai
data-ai
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machine-learning
538
vibration-analysis
Expert skill for modal analysis, frequency response, and vibration characterization of mechanical systems
a5c-ai
data-ai
machine-learning
538
ald-process-controller
Atomic Layer Deposition skill for conformal thin film deposition with atomic-level thickness control
a5c-ai
data-ai
machine-learning
538
cleanroom-metrology-controller
Nanofabrication metrology skill for process control with CD-SEM, ellipsometry, and profilometry
a5c-ai
data-ai
machine-learning
538
colloidal-stability-analyzer
Colloidal stability assessment skill for evaluating nanoparticle dispersion stability through zeta potential, aggregation kinetics, and shelf-life prediction
a5c-ai
data-ai
machine-learning
538
comsol-multiphysics-executor
COMSOL Multiphysics skill for continuum-scale nanomaterial and device modeling
a5c-ai
data-ai
machine-learning
538
ebl-process-controller
Electron Beam Lithography skill for high-resolution nanopatterning with dose optimization and proximity effect correction
a5c-ai
data-ai
machine-learning
538
environmental-fate-modeler
Environmental nanosafety skill for modeling nanomaterial environmental fate and transport
a5c-ai
data-ai
machine-learning
538
fib-mill-controller
Focused Ion Beam milling skill for site-specific nanofabrication and cross-section preparation
a5c-ai
data-ai
machine-learning
538
green-synthesis-evaluator
Sustainability assessment skill for evaluating and designing environmentally friendly nanomaterial synthesis routes
a5c-ai
data-ai
machine-learning
538
ml-materials-predictor
Machine learning skill for nanomaterial property prediction and discovery acceleration
a5c-ai
data-ai
machine-learning
538
nanoimprint-process-controller
Nanoimprint Lithography skill for high-throughput nanopatterning with template management and demolding optimization
a5c-ai
data-ai
machine-learning
538
nanosensor-calibration-manager
Nanosensor characterization skill for calibration, sensitivity analysis, and selectivity validation
a5c-ai
data-ai
machine-learning
538
plasma-etch-controller
Plasma etching skill for anisotropic nanostructure patterning with selectivity and profile control
a5c-ai
data-ai
machine-learning
538
quantum-espresso-executor
Quantum ESPRESSO calculation skill for DFT simulations with pseudopotential management
a5c-ai
data-ai
machine-learning
538
vasp-dft-executor
VASP DFT calculation skill for electronic structure, geometry optimization, and property prediction of nanomaterials
a5c-ai
data-ai
machine-learning
538
epics-control-system
EPICS control system skill for accelerator and beamline instrument control and monitoring
a5c-ai
data-ai
machine-learning
538
iminuit-statistical-fitter
iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood
a5c-ai
data-ai
machine-learning
538
kwant-quantum-transport
Kwant quantum transport skill for mesoscopic physics, scattering matrix calculations, and nanostructure modeling
a5c-ai
data-ai
machine-learning
538
lumerical-photonics-simulator
Lumerical FDTD and MODE skill for nanophotonics, integrated photonics, and solar cell design
a5c-ai
data-ai
machine-learning
538
madgraph-amplitude-calculator
MadGraph matrix element calculation skill for BSM physics, cross-section computation, and event generation
a5c-ai
data-ai
machine-learning
538
pymc-bayesian-modeler
PyMC probabilistic programming skill for hierarchical Bayesian models in physics data analysis
a5c-ai
data-ai
machine-learning
538
pythia-event-generator
Pythia event generation skill for proton-proton and lepton collisions at high energies
a5c-ai
data-ai
machine-learning
538
tensorflow-physics-ml
TensorFlow machine learning skill specialized for physics applications including neural network potentials and surrogate models
a5c-ai
data-ai