The relatively young field of eScience promotes the use of digital technology in science. eScience brings together IT technology, data science, computational science, e-infrastructure and data- and computation-intensive research across all disciplines, from physics to the humanities. Working both at the Netherlands eScience center and the university of Amsterdam, I work on bridging fundamental computer science research and it’s application in exciting scientific applications.
More efficient use of large-scale compute power
I research ways in which large-scale computing power can be used more efficiently in achieving scientific breakthroughs in various scientific fields. Over the past few decades, computers have changed fundamentally, and a shift has taken place in the balance between computing power and data transport. Computer processing speeds are increasing, but computers can’t feed the relevant data into the processors quickly enough. In addition, computers have become highly parallel in their operation: they carry out a lot of calculations simultaneously. Many scientific applications have been unable to keep up with these developments. As a result, much scientific software remains sub-optimal. Improving this software will result in faster large-scale data processing and enhanced scientific tools such as telescopes, climate simulations, particle accelerators, etc.
I develop new programming models and studies that will make the use of large-scale systems (so-called exascale computers) simpler and more efficient. In addition, energy efficiency also plays a crucial part. For large-scale scientific experiments such as the Square Kilometre Array (SKA) telescope, energy use is a limiting factor and a major expense. In these cases, software that uses energy more efficiently will have the immediate effect of increasing the sensitivity of the instruments.
I previously worked as assistant professor at VU University Amsterdam in the Computer Systems research group, as researcher at the Technical University in Delft, and at ASTRON, the Netherlands Institute for Radio Astronomy.