This work provides a concrete layered C++ MPI binding using C++20 concepts, with a core extensible layer and adapters for GPU and portability libraries, backed by an open-source implementation.
In: IEEE CLUSTER Workshops
3 Pith papers cite this work. Polarity classification is still indexing.
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A taxonomy-guided RAG system with LLMs reduces hallucinations and improves migration suggestions for Qiskit code compared to unconstrained retrieval.
Empirical study of agentic LLM generation of parallel Julia code finds reliable execution only at small scales with recurring failures in task dependencies and scheduling at larger scales.
citing papers explorer
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Concepts in Practice: C++ MPI Bindings for the HPC Ecosystem. From a Standardizable Core to a Composable Interface
This work provides a concrete layered C++ MPI binding using C++20 concepts, with a core extensible layer and adapters for GPU and portability libraries, backed by an open-source implementation.
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Qiskit Code Migration with LLMs
A taxonomy-guided RAG system with LLMs reduces hallucinations and improves migration suggestions for Qiskit code compared to unconstrained retrieval.
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Generated, Parallel, Scalable? A Study of Agentic AI-Generated Julia Code on Supercomputers
Empirical study of agentic LLM generation of parallel Julia code finds reliable execution only at small scales with recurring failures in task dependencies and scheduling at larger scales.