This repository hosts the source material for High-Performance Computing: Applications and Frontiers, the second volume in the HPC textbook series. It focuses on real-world applications, workflow automation, machine learning at scale, and future computing paradigms such as quantum and neuromorphic systems.
📘 Audience: Advanced students, domain researchers, and HPC professionals.
📚 Chapters Include:
- Domain-specific case studies (CFD, materials science, health, finance)
- Distributed machine learning and deep learning
- HPC software tools and optimization
- Emerging technologies: Quantum and Neuromorphic computing
📖 Companion volume: Foundations of HPC