92 citations · 685 across the 84 of their papers we have counts for
4 papers · 2 filters
Comparing Workflow Application Designs for High Resolution Satellite Image Analysis
Aymen Al-Saadi, Ioannis Paraskevakos, Bento Collares Gonçalves +3
Very High Resolution satellite and aerial imagery are used to monitor and conduct large scale surveys of ecological systems. Convolutional Neural Networks have successfully been em…
Scalable HPC and AI Infrastructure for COVID-19 Therapeutics
Hyungro Lee, Andre Merzky, Li Tan +15
COVID-19 has claimed more 1 million lives and resulted in over 40 million infections. There is an urgent need to identify drugs that can inhibit SARS-CoV-2. In response, the DOE re…
IMPECCABLE: Integrated Modeling PipelinE for COVID Cure by Assessing Better LEads
Aymen Al Saadi, Dario Alfe, Yadu Babuji +33
The drug discovery process currently employed in the pharmaceutical industry typically requires about 10 years and $2-3 billion to deliver one new drug. This is both too expensive…
Methods and Experiences for Developing Abstractions for Data-intensive, Scientific Applications
Andre Luckow, Shantenu Jha
Developing software for scientific applications that require the integration of diverse types of computing, instruments, and data present challenges that are distinct from commerci…