From big data analysis to personalized medicine for all: challenges and opportunities

A Alyass, M Turcotte, D Meyre - BMC medical genomics, 2015 - Springer
Recent advances in high-throughput technologies have led to the emergence of systems
biology as a holistic science to achieve more precise modeling of complex diseases. Many …

The past, present and future of the ELKH cloud

M Héder, E Rigó, D Medgyesi, R Lovas… - INFORMÁCIÓS …, 2022 - eprints.sztaki.hu
This review article summarizes the history the Hungarian Scientific Cloud Infrastructure
project. This research infrastructure was launched officially on 1 October 2016, funded by …

Best practices for scientific computing

G Wilson, DA Aruliah, CT Brown, NP Chue Hong… - PLoS …, 2014 - journals.plos.org
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PLOS Biology Browse Current Issue Journal Archive Collections Find and Read Articles Publish …

Evaluating a large language model's ability to solve programming exercises from an introductory bioinformatics course

SR Piccolo, P Denny, A Luxton-Reilly… - PLOS Computational …, 2023 - journals.plos.org
Computer programming is a fundamental tool for life scientists, allowing them to carry out
essential research tasks. However, despite various educational efforts, learning to write …

Many bioinformatics programming tasks can be automated with ChatGPT

SR Piccolo, P Denny, A Luxton-Reilly, S Payne… - arXiv preprint arXiv …, 2023 - arxiv.org
Computer programming is a fundamental tool for life scientists, allowing them to carry out
many essential research tasks. However, despite a variety of educational efforts, learning to …

Software Carpentry: lessons learned

G Wilson - F1000Research, 2016 - pmc.ncbi.nlm.nih.gov
Since its start in 1998, Software Carpentry has evolved from a week-long training course at
the US national laboratories into a worldwide volunteer effort to improve researchers' …

Trials and tribulations of developers of intelligent systems: A field study

C Hill, R Bellamy, T Erickson… - 2016 IEEE symposium on …, 2016 - ieeexplore.ieee.org
Intelligent systems are gaining in popularity and receiving increased media attention, but
little is known about how people actually go about developing them. In this paper, we …

A large-scale study of MPI usage in open-source HPC applications

I Laguna, R Marshall, K Mohror, M Ruefenacht… - Proceedings of the …, 2019 - dl.acm.org
Understanding the state-of-the-practice in MPI usage is paramount for many aspects of
supercomputing, including optimizing the communication of HPC applications and informing …

Software engineering for computational science: Past, present, future

A Johanson, W Hasselbring - Computing in Science & …, 2018 - ieeexplore.ieee.org
Despite the increasing importance of in silico experiments to the scientific discovery process,
state-of-the-art software engineering practices are rarely adopted in computational science …

[HTML][HTML] Landlab v2. 0: A software package for Earth surface dynamics

KR Barnhart, EWH Hutton, GE Tucker… - Earth Surface …, 2020 - esurf.copernicus.org
Numerical simulation of the form and characteristics of Earth's surface provides insight into
its evolution. Landlab is an open-source Python package that contains modularized …