240 citations · 470 across the 14 of their papers we have counts for
7 papers · 1 filter
AI-coupled HPC Workflows
Shantenu Jha, Vincent R. Pascuzzi, Matteo Turilli
Increasingly, scientific discovery requires sophisticated and scalable workflows. Workflows have become the ``new applications,'' wherein multi-scale computing campaigns comprise m…
Asynchronous Execution of Heterogeneous Tasks in ML-driven HPC Workflows
Vincent R. Pascuzzi, Ozgur O. Kilic, Matteo Turilli +1
Heterogeneous scientific workflows consist of numerous types of tasks that require executing on heterogeneous resources. Asynchronous execution of those tasks is crucial to improve…
On the importance of scalability and resource estimation of quantum algorithms for domain sciences
Vincent R. Pascuzzi, Ning Bao, Ang Li
The quantum information science community has seen a surge in new algorithmic developments across scientific domains. These developments have demonstrated polynomial or better impr…
Detector and Beamline Simulation for Next-Generation High Energy Physics Experiments
Sunanda Banerjee, D. N. Brown, David N. Brown +31
The success of high energy physics programs relies heavily on accurate detector simulations and beam interaction modeling. The increasingly complex detector geometries and beam dyn…
Celeritas: GPU-accelerated particle transport for detector simulation in High Energy Physics experiments
S. C. Tognini, P. Canal, T. M. Evans +6
Within the next decade, experimental High Energy Physics (HEP) will enter a new era of scientific discovery through a set of targeted programs recommended by the Particle Physics P…
Benchmarking a Proof-of-Concept Performance Portable SYCL-based Fast Fourier Transformation Library
Vincent R. Pascuzzi, Mehdi Goli
In this paper, we present an early version of a SYCL-based FFT library, capable of running on all major vendor hardware, including CPUs and GPUs from AMD, ARM, Intel and NVIDIA. Al…
Software and Computing for Small HEP Experiments
Dave Casper, Maria Elena Monzani, Benjamin Nachman +22
This white paper briefly summarized key conclusions of the recent US Community Study on the Future of Particle Physics (Snowmass 2021) workshop on Software and Computing for Small…