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08/25/2023
Linking the Dynamic PicoProbe Analytical Electron-Optical Beam Line / Microscope to Supercomputers
The Dynamic PicoProbe at Argonne National Laboratory is undergoing upgra...
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08/17/2023
APPFLx: Providing Privacy-Preserving Cross-Silo Federated Learning as a Service
Cross-silo privacy-preserving federated learning (PPFL) is a powerful to...
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07/29/2023
nelli: a lightweight frontend for MLIR
Multi-Level Intermediate Representation (MLIR) is a novel compiler infra...
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04/09/2023
AI-assisted Automated Workflow for Real-time X-ray Ptychography Data Analysis via Federated Resources
We present an end-to-end automated workflow that uses large-scale remote...
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03/15/2023
Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources
Applications that fuse machine learning and simulation can benefit from ...
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02/13/2023
OpenHLS: High-Level Synthesis for Low-Latency Deep Neural Networks for Experimental Science
In many experiment-driven scientific domains, such as high-energy physic...
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09/23/2022
funcX: Federated Function as a Service for Science
funcX is a distributed function as a service (FaaS) platform that enable...
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09/20/2022
Deep learning at the edge enables real-time streaming ptychographic imaging
Coherent microscopy techniques provide an unparalleled multi-scale view ...
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08/19/2022
Globus Automation Services: Research process automation across the space-time continuum
Research process automation–the reliable, efficient, and reproducible ex...
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07/01/2022
FAIR principles for AI models, with a practical application for accelerated high energy diffraction microscopy
A concise and measurable set of FAIR (Findable, Accessible, Interoperabl...
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05/03/2022
Real-Time Streaming and Event-driven Control of Scientific Experiments
Advancements in scientific instrument sensors and connected devices prov...
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04/11/2022
Linking Scientific Instruments and HPC: Patterns, Technologies, Experiences
Powerful detectors at modern experimental facilities routinely collect d...
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11/22/2021
High-Performance Ptychographic Reconstruction with Federated Facilities
Beamlines at synchrotron light source facilities are powerful scientific...
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10/06/2021
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing
Scientific applications that involve simulation ensembles can be acceler...
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08/26/2021
Ultrafast Focus Detection for Automated Microscopy
Recent advances in scientific instruments have resulted in dramatic incr...
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10/16/2020
Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis
Flame Spray Pyrolysis (FSP) is a manufacturing technique to mass produce...
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10/13/2020
IMPECCABLE: Integrated Modeling PipelinE for COVID Cure by Assessing Better LEads
The drug discovery process currently employed in the pharmaceutical indu...
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05/28/2020
Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release
Researchers across the globe are seeking to rapidly repurpose existing d...
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05/27/2020
The Manufacturing Data and Machine Learning Platform: Enabling Real-time Monitoring and Control of Scientific Experiments via IoT
IoT devices and sensor networks present new opportunities for measuring,...
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05/07/2020
funcX: A Federated Function Serving Fabric for Science
Exploding data volumes and velocities, new computational methods and pla...
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08/14/2019
Serverless Supercomputing: High Performance Function as a Service for Science
Growing data volumes and velocities are driving exciting new methods acr...
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05/06/2019
Parsl: Pervasive Parallel Programming in Python
High-level programming languages such as Python are increasingly used to...
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11/27/2018