Project reference: 2105 Biomedical and Life Sciences are two of the main areas presenting a considerable growth in literature through the last decade, which is demonstrated by the increase in articles indexed in PubMed (a database of biomedical articles). An …
Cross-Lingual Transfer learning for biomedical texts Read More »
Project reference: 2104 Machine learning applications will dominate edge and mobile applications in the future. While most of the training takes place on HPC clusters and many are deployed in the cloud, some of these applications still have to run …
Building Resilient Machine Learning Applications (From HPC to Edge) Read More »
Project reference: 2103 High Performance Computing (HPC) clusters have evolved to complex systems with a tremendous number of components. An HPC cluster is much more than the mere sum of its parts. A fast CPU is nothing without a fast …
Precision based differential checkpointing for HPC applications Read More »
Project reference: 2102 Mitigating climate change is one of the most important humankind challenges at the time. Since the 19th century, fossil fuels’ global use has increased and dominated world energy consumption and supply. The rapid rise of global energy …
Computational atomic-scale modelling of materials for fusion reactors Read More »
Project reference: 2101 Outstanding capabilities for computation are useless if data is not where it is needed in time. This is common knowledge in computer architecture, even more so now that systems are extremely parallel and memory bandwidth gets scarcer …
Analysis of data management policies in HPC architectures Read More »
