What is Devito used for in geoscience?

Devito is primarily used for seismic wave propagation modeling, including Full Waveform Inversion (FWI) and Reverse Time Migration (RTM), by solving PDEs using finite differences.

Can this skill generate code for GPUs?

Yes, Devito automatically generates and compiles optimized code that can target CPUs, OpenMP, and GPUs for high-performance computing tasks.

Do I need to write C code to use this skill?

No, you define your equations using symbolic Python logic, and Devito handles the underlying C code generation and compilation for you.

How does the Devito skill handle stability?

The skill includes logic to verify the CFL (Courant-Friedrichs-Lewy) condition, ensuring that time steps and grid spacing are correctly configured for stable simulations.

Devito Seismic & PDE Solver

Name: Devito Seismic & PDE Solver
Author: SteadfastAsArt

bySteadfastAsArt

•

数据科学与机器学习

Implements high-performance finite-difference wave propagation and symbolic PDE solving for geoscience applications.

The Devito skill for Claude Code enables advanced numerical modeling by bridging symbolic mathematics with high-performance code generation. It allows users to define complex partial differential equations (PDEs) in Python—specifically for seismic wave propagation—and automatically generates optimized C, OpenMP, and GPU stencil code. This skill is essential for geophysicists and data scientists working on Full Waveform Inversion (FWI), Reverse Time Migration (RTM), and large-scale acoustic or elastic simulations where computational efficiency and mathematical flexibility are paramount.

主要功能

01Integrated support for seismic sources and receiver interpolation

0212 GitHub stars

03Automated generation of optimized C, OpenMP, and GPU kernels

04Finite-difference stability analysis and CFL condition verification

05Adjoint operator support for inversion and migration workflows

06Symbolic PDE specification for acoustic and elastic wave equations

使用场景

01Developing Full Waveform Inversion (FWI) and Reverse Time Migration (RTM) pipelines

02Simulating seismic wave propagation in complex 2D and 3D subsurface models

03Prototyping custom finite-difference solvers for research-grade numerical physics

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add steadfastasart/geoscience-skills devito

For use in Claude.ai and ChatGPT

Download Skill