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05/16/2023
Accelerating Communications in Federated Applications with Transparent Object Proxies
Advances in networks, accelerators, and cloud services encourage program...
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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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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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07/04/2021
KAISA: An Adaptive Second-order Optimizer Framework for Deep Neural Networks
Kronecker-factored Approximate Curvature (K-FAC) has recently been shown...
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01/12/2021
AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language Text
Researchers worldwide are seeking to repurpose existing drugs or discove...
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07/01/2020
Convolutional Neural Network Training with Distributed K-FAC
Training neural networks with many processors can reduce time-to-solutio...
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11/05/2018