2022 review of data-driven plasma science
Data-driven science and technology offer transformative tools and methods to science. This
review article highlights the latest development and progress in the interdisciplinary field of …
review article highlights the latest development and progress in the interdisciplinary field of …
Digital: accelerating the pathway
A Davis, C Waldon, SI Muldrew… - Philosophical …, 2024 - royalsocietypublishing.org
The Spherical Tokamak for Energy Production (STEP) programme is an ambitious but
challenging endeavour to design and deliver a prototype fusion power plant. It is a rapid, fast …
challenging endeavour to design and deliver a prototype fusion power plant. It is a rapid, fast …
Scalable multi-physics for fusion reactors with AURORA
To support the design of fusion reactors for energy production, there is an urgent need to
develop multi-physics software tools capable of modelling critical tokamak components as a …
develop multi-physics software tools capable of modelling critical tokamak components as a …
Online data analysis and reduction: An important co-design motif for extreme-scale computers
A growing disparity between supercomputer computation speeds and I/O rates means that it
is rapidly becoming infeasible to analyze supercomputer application output only after that …
is rapidly becoming infeasible to analyze supercomputer application output only after that …
An algorithmic and software pipeline for very large scale scientific data compression with error guarantees
Efficient data compression is becoming increasingly critical for storing scientific data
because many scientific applications produce vast amounts of data. This paper presents an …
because many scientific applications produce vast amounts of data. This paper presents an …
A codesign framework for online data analysis and reduction
Science applications preparing for the exascale era are increasingly exploring in situ
computations comprising of simulation‐analysis‐reduction pipelines coupled in‐memory …
computations comprising of simulation‐analysis‐reduction pipelines coupled in‐memory …
Scalable hybrid learning techniques for scientific data compression
T Banerjee, J Choi, J Lee, Q Gong, J Chen… - ar** performance portable plasma edge simulations: A survey
Heterogeneous architectures are increasingly common in modern High-Performance
Computing (HPC) systems. Achieving high-performance on such heterogeneous systems …
Computing (HPC) systems. Achieving high-performance on such heterogeneous systems …
3D high-fidelity automated neutronics guided optimization of fusion blanket designs
The compact fusion pilot plant has been recently identified by the scientific community as the
next step in fusion energy demonstration. Such a plant will include a 50 MWe peak net …
next step in fusion energy demonstration. Such a plant will include a 50 MWe peak net …
Driving Next-Generation Workflows from the Data Plane
We observe the emergence of a new generation of scientific workflows that process data
produced at a sustained rate by scientific instruments and large scale numerical simulations …
produced at a sustained rate by scientific instruments and large scale numerical simulations …