Machine Learning
LLNL computer scientists use machine learning to model and characterize the performance and ultimately accelerate the development of adaptive applications.
![two CT images](/sites/default/files/styles/front_page_card/public/computed-tomography-llnl-project-card.png?itok=30VYYc3o)
CT Image Enhancement
Researchers are developing enhanced computed tomography image processing methods for explosives identification and other national security applications.
![diagram showing data relationships in a particle dataset](/sites/default/files/styles/front_page_card/public/data-intensive-llnl-project-card.png?itok=Cc8brihA)
Data-Intensive Computing Solutions
New platforms are improving big data computing on Livermore’s high performance computers.
![Abstract rendering from a computation looks like a block of entwined multicolor ribbons](/sites/default/files/styles/front_page_card/public/2023-10/str-fernbach-fellowship.png?itok=T8ZOIbkk)
S&TR highlight: High performance postdocs
In recent years, the Lab has boosted its recruiting profile even further by offering the prestigious Sidney Fernbach Postdoctoral Fellowship in the Computing Sciences. The fellowship fosters creative partnerships between new and experienced scientists. In short, it ensures an annual cycle that refreshes advanced research in computer sciences at the Lab.
![workflow diagram showing integration of ECP Data and Visualization products](/sites/default/files/styles/front_page_card/public/2023-10/ecp-data-vis.png?itok=eQeRaAPW)
Alpine/ZFP addresses analysis, visualization, data reduction needs for exascale science applications
The Data and Visualization efforts in the DOE’s Exascale Computing Project provide an ecosystem of capabilities for data management, analysis, lossy compression, and visualization.
![R&D 100 award logo for 2023](/sites/default/files/styles/front_page_card/public/2023-09/rd100-winner-logo-news.png?itok=0St1WXwh)
Lab scientists and engineers garner three awards for top inventions in R&D 100 competition
With this year’s results, the Lab has now collected a total of 179 R&D 100 awards since 1978. The awards will be showcased at the 61st R&D 100 black-tie awards gala on Nov. 16 in San Diego.