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This book constitutes the refereed postconference proceedings of 9 workshops held at the 35th International ISC High Performance 2021 Conference, in Frankfurt, Germany, in JuneJuly 2021:Second International Workshop on the Application of Machine Learning Techniques to Computational Fluid Dynamics and Solid Mechanics Simulations and Analysis; HPCIODC: HPC I/O in the Data Center Workshop; Compilerassisted Correctness Checking and Performance Optimization for HPC; Machine Learning on HPC Systems;4th International Workshop on Interoperability of Supercomputing and Cloud Technologies;2nd International Workshop on Monitoring and Operational Data Analytics;16th Workshop on Virtualization in HighPerformance Cloud Computing; Deep Learning on Supercomputers; 5th International Workshop on In Situ Visualization.The 35 papers included in this volume were carefully reviewed and selected. They cover all aspects of research, development, and application of largescale, high performance experimental and commercial systems. Topics include highperformance computing (HPC), computer architecture and hardware, programming models, system software, performance analysis and modeling, compiler analysis and optimization techniques, software sustainability, scientific applications, deep learning.Chapter MachineLearningBased Control of Perturbed and Heated Channel Flows is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
⚠️ WARNING (California Proposition 65):
This product may contain chemicals known to the State of California to cause cancer,
birth defects, or other reproductive harm.
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