Papers
Topics
Authors
Recent
Gemini 2.5 Flash
Gemini 2.5 Flash
93 tokens/sec
Gemini 2.5 Pro Premium
47 tokens/sec
GPT-5 Medium
32 tokens/sec
GPT-5 High Premium
29 tokens/sec
GPT-4o
87 tokens/sec
DeepSeek R1 via Azure Premium
93 tokens/sec
GPT OSS 120B via Groq Premium
483 tokens/sec
Kimi K2 via Groq Premium
203 tokens/sec
2000 character limit reached

Exascale Implicit Kinetic Plasma Simulations on El~Capitan for Solving the Micro-Macro Coupling in Magnetospheric Physics (2507.20719v1)

Published 28 Jul 2025 in cs.CE

Abstract: Our fully kinetic, implicit Particle-in-Cell (PIC) simulations of global magnetospheres on up to 32,768 of El Capitan's AMD Instinct MI300A Accelerated Processing Units (APUs) represent an unprecedented computational capability that addresses a fundamental challenge in space physics: resolving the multi-scale coupling between microscopic (electron-scale) and macroscopic (global-scale) dynamics in planetary magnetospheres. The implicit scheme of iPIC3D supports time steps and grid spacing that are up to 10 times larger than those of explicit methods, without sacrificing physical accuracy. This enables the simulation of magnetospheres while preserving fine-scale electron physics, which is critical for key processes such as magnetic reconnection and plasma turbulence. Our algorithmic and technological innovations include GPU-optimized kernels, particle control, and physics-aware data compression using Gaussian Mixture Models. With simulation domains spanning 100-1,000 ion skin depths, we reach the global scale of small-to-medium planetary magnetospheres, such as those of Mercury and Ganymede, which supports fully kinetic treatment of global-scale dynamics in systems previously out of reach for fully kinetic PIC codes.

Summary

We haven't generated a summary for this paper yet.

Dice Question Streamline Icon: https://streamlinehq.com

Follow-up Questions

We haven't generated follow-up questions for this paper yet.