Project archive · 2025-06-06
My talk at the Rust Scientific Computing Workshop 2025
Interactive slide archive for talk at the Rust Scientific Computing Workshop 2025
- Rust
- Scientific Computing
- Physics
- Mathematics
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- Typst
This archives the slides of my talk at the Rust Scientific Computing Workshop 20251.
Monte Carlo methods, particularly Markov chain Monte Carlo (MCMC), play a fundamental role in numerical simulations of quantum field theory (QFT), especially in lattice quantum chromodynamics (Lattice QCD). These simulations require high-performance computing (HPC) techniques due to their extreme computational complexity. However, traditional implementations often rely on legacy languages like C and Fortran, leading to challenges in extensibility, maintainability, safety, and performance optimization.
In this talk, I will explore how Rust, with its modern idioms, strong concurrency model, and a still immature but growing numerical computing ecosystem, can be a compelling alternative for high-performance QFT simulations. I will discuss the advantages Rust offers over traditional approaches, the challenges of integrating it into existing scientific computing workflows, and its potential for Rust-based HPC in theoretical physics.
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Presentation
