research
∙
07/15/2023
PSI/J: A Portable Interface for Submitting, Monitoring, and Managing Jobs
It is generally desirable for high-performance computing (HPC) applicati...
share
research
∙
03/31/2023
Workflows Community Summit 2022: A Roadmap Revolution
Scientific workflows have become integral tools in broad scientific comp...
research
∙
08/31/2022
RAPTOR: Ravenous Throughput Computing
We describe the design, implementation and performance of the RADICAL-Pi...
research
∙
08/27/2022
The Ghost of Performance Reproducibility Past
The importance of ensemble computing is well established. However, execu...
research
∙
08/24/2022
AI-coupled HPC Workflows
Increasingly, scientific discovery requires sophisticated and scalable w...
research
∙
08/23/2022
Asynchronous Execution of Heterogeneous Tasks in AI-coupled HPC Workflows
Heterogeneous scientific workflows consist of numerous types of tasks an...
research
∙
01/10/2022
A Scalable Solution for Running Ensemble Simulations for Photovoltaic Energy
This chapter proposes and provides an in-depth discussion of a scalable ...
research
∙
08/30/2021
ExaWorks: Workflows for Exascale
Exascale computers will offer transformative capabilities to combine dat...
research
∙
06/13/2021
Protein-Ligand Docking Surrogate Models: A SARS-CoV-2 Benchmark for Deep Learning Accelerated Virtual Screening
We propose a benchmark to study surrogate model accuracy for protein-lig...
research
∙
06/09/2021
Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development
Scientific workflows are a cornerstone of modern scientific computing, a...
research
∙
05/27/2021
RADICAL-Pilot and Parsl: Executing Heterogeneous Workflows on HPC Platforms
Executing scientific workflows with heterogeneous tasks on HPC platforms...
research
∙
04/10/2021
Achieving 100X faster simulations of complex biological phenomena by coupling ML to HPC ensembles
The use of ML methods to dynamically steer ensemble-based simulations pr...
research
∙
03/16/2021
Workflows Community Summit: Bringing the Scientific Workflows Community Together
Scientific workflows have been used almost universally across scientific...
research
∙
03/04/2021
Pandemic Drugs at Pandemic Speed: Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers
The race to meet the challenges of the global pandemic has served as a r...
research
∙
02/26/2021
Design and Performance Characterization of RADICAL-Pilot on Leadership-class Platforms
Many extreme scale scientific applications have workloads comprised of a...
research
∙
10/27/2020
Comparing Workflow Application Designs for High Resolution Satellite Image Analysis
Very High Resolution satellite and aerial imagery are used to monitor an...
research
∙
10/20/2020
Scalable HPC and AI Infrastructure for COVID-19 Therapeutics
COVID-19 has claimed more 1 million lives and resulted in over 40 millio...
research
∙
10/13/2020
IMPECCABLE: Integrated Modeling PipelinE for COVID Cure by Assessing Better LEads
The drug discovery process currently employed in the pharmaceutical indu...
research
∙
09/17/2019
DeepDriveMD: Deep-Learning Driven Adaptive Molecular Simulations for Protein Folding
Simulations of biological macromolecules play an important role in under...
research
∙
09/08/2019
Characterizing the Performance of Executing Many-tasks on Summit
Many scientific workloads are comprised of many tasks, where each task i...
research
∙
04/05/2019
RADICAL-Cybertools: Middleware Building Blocks for Scalable Science
RADICAL-Cybertools (RCT) are a set of software systems that serve as mid...
research
∙
03/24/2019
Middleware Building Blocks for Workflow Systems
This paper describes a building blocks approach to the design of scienti...
research
∙
08/02/2018
Synapse: Synthetic Application Profiler and Emulator
Motivated by the need to emulate workload execution characteristics on h...
research
∙
04/12/2018
Adaptive Ensemble Biomolecular Simulations at Scale
Recent advances in both theory and methods have created opportunities to...
research
∙
04/12/2018
Implementing Adaptive Ensemble Biomolecular Applications at Scale
Many scientific problems require multiple distinct computational tasks t...
research
∙
01/08/2018
Towards General Distributed Resource Selection
The advantages of distributing workloads and utilizing multiple distribu...
research
∙
01/05/2018
Design and Performance Characterization of RADICAL-Pilot on Titan
Many extreme scale scientific applications have workloads comprised of a...
research
∙
01/03/2018
Rapid, concurrent and adaptive extreme scale binding free energy calculation
The recently demonstrated ability to perform accurate, precise and rapid...
research
∙
12/26/2017
High-throughput Binding Affinity Calculations at Extreme Scales
Resistance to chemotherapy and molecularly targeted therapies is a major...
research
∙
10/23/2017