Performs complex geophysical forward modeling and inversion for subsurface physical property mapping.
SimPEG is a comprehensive framework designed for simulation and parameter estimation in geophysics. This skill enables Claude to architect and execute complex geophysical workflows, including DC resistivity, magnetics, gravity, and electromagnetic methods. It provides a modular approach to defining mesh discretizations (Tensor and Tree meshes), survey geometries, and inverse problem configurations, making it ideal for researchers and engineers needing to model subsurface structures from observed physical data using research-grade flexibility and optimization.
主な機能
01Advanced inversion with customizable regularization and optimization solvers
02Sophisticated mapping tools for physical property transformations like ExpMap
0312 GitHub stars
04Multi-method support for DC resistivity, magnetics, gravity, and EM
05Automated workflows for data misfit analysis and convergence testing
06Modular mesh generation using TensorMesh and TreeMesh discretization
ユースケース
01Inverting observed field data to recover subsurface resistivity or density profiles
02Performing joint inversion of multiple geophysical datasets using model mapping
03Generating 2D/3D forward models for geophysical survey design and feasibility
