On the importance of data encoding in quantum Boltzmann methods

MA Schalkers, M Möller - Quantum Information Processing, 2024 - Springer
In recent years, quantum Boltzmann methods have gained more and more interest as they
might provide a viable path toward solving fluid dynamics problems on quantum computers …

Mixed precision support in HPC applications: What about reliability?

A Netti, Y Peng, P Omland, M Paulitsch, J Parra… - Journal of Parallel and …, 2023 - Elsevier
In their quest for exascale and beyond, High-Performance Computing (HPC) systems
continue becoming ever larger and more complex. Application developers, on the other …

Influence of adversarial training on super-resolution turbulence reconstruction

L Nista, H Pitsch, CDK Schumann, M Bode, T Grenga… - Physical Review …, 2024 - APS
Supervised super-resolution deep convolutional neural networks (CNNs) have gained
significant attention for their potential in reconstructing velocity and scalar fields in turbulent …

Enhancing computational efficiency in 3-D seismic modelling with half-precision floating-point numbers based on the curvilinear grid finite-difference method

J Wan, W Wang, Z Zhang - Geophysical Journal International, 2024 - academic.oup.com
Large-scale and high-resolution seismic modelling are very significant to simulating seismic
waves, evaluating earthquake hazards and advancing exploration seismology. However …

MPCR: Multi-and Mixed-Precision Computations Package in R

MLO Salvana, S Abdulah, M Kim, D Helmy… - arXiv preprint arXiv …, 2024 - arxiv.org
Computational statistics has traditionally utilized double-precision (64-bit) data structures
and full-precision operations, resulting in higher-than-necessary accuracy for certain …

[PDF][PDF] Accelerating the Flow simulator: Mixed Precision Linear Solvers in Industrial Grade CFD

J Wendler, I Huismann, O Krzikalla… - 9th European Congress …, 2024 - elib.dlr.de
ACCELERATING THE FLOWSIMULATOR: MIXED PRECISION LINEAR SOLVERS IN
INDUSTRIAL GRADE CFD Page 1 The 9th European Congress on Computational Methods …

[引用][C] Challenges in high-performance computing

POA Navaux, AF Lorenzon, M da Silva Serpa - Journal of the Brazilian Computer …, 2023