What's New with KomaMRI.jl - Recent Technical Developments in MRI Physics Simulation
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Overview
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Explore the latest technical developments in KomaMRI.jl, a Julia package designed to efficiently simulate magnetic resonance phenomena by solving the Bloch equations for medical imaging applications. Learn about recent enhancements that expand the tool's versatility, including optimized GPU kernels for accelerated simulations, vendor-agnostic GPU support across Metal.jl, oneAPI.jl, and AMDGPU.jl platforms, and distributed computing capabilities. Discover how the package now supports complex motion modeling for cardiac imaging applications and examine preliminary results on integrating KomaMRI.jl with automatic differentiation frameworks to optimize pulse sequence design and solve inverse problems like image reconstruction. Understand how this JuliaHealth organization package addresses technical challenges in MRI acquisition and pulse sequence design, making it valuable for both the Julia programming community and medical imaging researchers working on improving image quality and acquisition techniques.
Syllabus
What's new with KomaMRI.jl | Castillo Passi | JuliaCon Global 2025
Taught by
The Julia Programming Language