Exascale Computing Accelerates Research Initiatives
Lori Diachin, the newly appointed director of the U.S. Department of Energy’s Exascale Computing Project (ECP), says that exascale computers will “more realistically simulate the processes involved in scientific discovery and national security,” including:
- Precision medicine
- Regional climate change
- Additive manufacturing
- The conversion of plants to biofuels
- The relationship between energy and water use
- The unseen physics in materials discovery and design
- Fundamental forces of the universe
Exascale computing already has produced significant advances across distinct areas:
- Modeling of wind turbines interacting in realistic settings, which can maximize energy output and minimize wear and tear on turbines over time
- Using machine learning approaches to understand mechanisms behind RAS protein-based cancers (which account for 30 percent of all cancers) at a deep molecular level
- Simulating a large-magnitude earthquake in the San Francisco Bay Area at a fine enough resolution that ground motion can be coupled to engineering codes that model buildings to assess the risk of earthquake damage
Exascale Computing’s Impact on University Research
High-performance computing is a critical component of university research programs. University researchers now have access to Energy Department exascale computers at the Oak Ridge, Argonne and Lawrence Livermore laboratories through peer-review allocation programs such as the Innovative and Novel Computational Impact on Theory and Experiment program and the ASCR Leadership Computing Challenge.
Universities also have access to the ECP’s Extreme-Scale Scientific Software Stack (E4S) project, which offers HPC developers a number of reusable HPC libraries and tools, including 100 HPC, artificial intelligence and high-performance data analytics-supported packages and commercial tools.
Diachin says that the ECP has been working closely with National Science Foundation centers. They are exploring implementation of E4S on the leadership class computers that will be deployed in the next few years at the NSF-funded Texas Advanced Computing Center at the University of Texas.
Exascale Computing Breakthroughs Could Impact Multiple Industries
By 2024, a total of three systems will be online at the Energy Department, according to Diachin. Over the next five to 10 years, Diachin predicts, the number of application areas that can leverage exascale computing will continue to expand to include an increasing number of users from university and industry centers.
Such an exponential increase in memory, storage and computing power will drive breakthroughs across all industries, including:
- Energy production
- Storage and transmission
- Materials science
- Additive manufacturing
- Chemical design
“The hardware technologies and advances developed as part of the exascale computing initiative, such as extremely power-efficient computing node design and packaging, will continue to find their way to microelectronics available to the broader market, directly impacting large segments of the consumer market,” she says.