128 citations
- Centre National de la Recherche ScientifiqueFR2 papers
- Sorbonne UniversitéFR2 papers
- University of CanterburyNZ2 papers
- AGH University of KrakowPL1 paper
- Ames Research CenterUS1 paper
- Appalachian State UniversityUS1 paper
- ARC Centre of Excellence for Climate System ScienceAU1 paper
- Astronomical Society of AustraliaAU1 paper
- Bankstown Lidcombe HospitalAU1 paper
- Barcelona Supercomputing CenterES1 paper
- Beijing University of Posts and TelecommunicationsCN1 paper
- Cadi Ayyad UniversityMA1 paper
11 papers
A Terminology for Scientific Workflow Systems
Frédéric Suter, Tainã Coleman, İlkay Altintaş +23
The term scientific workflow has evolved over the last two decades to encompass a broad range of compositions of interdependent compute tasks and data movements. It has also become…
On the Extrapolation of Generative Adversarial Networks for downscaling precipitation extremes in warmer climates
Neelesh Rampal, Peter B. Gibson, Steven Sherwood +1
While deep-learning downscaling algorithms can generate fine-scale climate projections cost-effectively, it is still unclear how well they will extrapolate to unobserved climates.…
The impact of Covid-19 vaccination in Aotearoa New Zealand: a modelling study
Samik Datta, Giorgia Vattiato, Oliver J Maclaren +3
Aotearoa New Zealand implemented a Covid-19 elimination strategy in 2020 and 2021, which enabled a large majority of the population to be vaccinated before being exposed to the vir…
Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients
Victoria Huang, Shaleeza Sohail, Michael Mayo +4
Federated learning (FL), as an emerging artificial intelligence (AI) approach, enables decentralized model training across multiple devices without exposing their local training da…
Physical drivers of ocean wave attenuation in the marginal ice zone
Fabien Montiel, Alison L. Kohout, Lettie A. Roach
Despite a recent resurgence of observational studies attempting to quantify the ice-induced attenuation of ocean waves in polar oceans, the physical processes governing this wave a…
Multi-Agent Deep Reinforcement Learning for Request Dispatching in Distributed-Controller Software-Defined Networking
Victoria Huang, Gang Chen, Qiang Fu
Recently, distributed controller architectures have been quickly gaining popularity in Software-Defined Networking (SDN). However, the use of distributed controllers introduces a n…