4 papers
Generative AI for Quantum Circuits and Quantum Code: A Technical Review and Taxonomy
Juhani Merilehto
We review thirteen generative systems and five supporting datasets for quantum circuit and quantum code generation, identified through a structured scoping review of Hugging Face,…
Malware Detection based on API Calls: A Reproducibility Study
Juhani Merilehto
This study independently reproduces the malware detection methodology presented by Felli cious et al. [7], which employs order-invariant API call frequency analysis using Random Fo…
A 200-Line Python Micro-Benchmark Suite for NISQ Circuit Compilers
Juhani Merilehto
We present microbench.py, a compact (approx. 200 lines) Python script that automates the collection of key compiler metrics, i.e., gate depth, two-qubit-gate count, wall-clock comp…
From PDFs to Structured Data: Utilizing LLM Analysis in Sports Database Management
Juhani Merilehto
This study investigates the effectiveness of Large Language Models (LLMs) in processing semi-structured data from PDF documents into structured formats, specifically examining thei…