Benjamin Antunes

According to our database, Benjamin Antunes authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

The influence of the random numbers quality on the results in stochastic simulations and machine learning.

Benjamin A. Antunes

CoRR, October, 2025

Statistical Quality and Reproducibility of Pseudorandom Number Generators in Machine Learning technologies.

Benjamin A. Antunes

CoRR, July, 2025

2024

Calcul à hautes performances: Reproductibilité et répétabilité des résultats numériques et des mesures de performances. (High-performance computing: Reproducibility and repeatability of numerical results and performance measurements).

Benjamin Antunes

PhD thesis, 2024

Reproducibility, Replicability and Repeatability: A survey of reproducible research with a focus on high performance computing.

Benjamin Antunes, David R. C. Hill

Comput. Sci. Rev., 2024

Reproducibility, energy efficiency and performance of pseudorandom number generators in machine learning: a comparative study of python, numpy, tensorflow, and pytorch implementations.

Benjamin Antunes, David R. C. Hill

CoRR, 2024

2023

Identifying Quality Mersenne Twister Streams for Parallel Stochastic Simulations.

Benjamin Antunes, Claude Mazel, David R. C. Hill

Proceedings of the Winter Simulation Conference, 2023