Abstract is missing.
- Machine-Learning-Based Control of Perturbed and Heated Channel FlowsMario Rüttgers, Moritz Waldmann, Wolfgang Schröder 0001, Andreas Lintermann. 7-22 [doi]
- Novel DNNs for Stiff ODEs with Applications to Chemically Reacting FlowsThomas S. Brown, Harbir Antil, Rainald Löhner, Fumiya Togashi, Deepanshu Verma. 23-39 [doi]
- Lettuce: PyTorch-Based Lattice Boltzmann FrameworkMario Christopher Bedrunka, Dominik Wilde, Martin Kliemank, Dirk Reith, Holger Foysi, Andreas Krämer. 40-55 [doi]
- Reservoir Computing in Reduced Order Modeling for Chaotic Dynamical SystemsAlberto Costa Nogueira Jr., Felipe C. T. Carvalho, João Lucas de Sousa Almeida, Andrés Codas, Eloisa Bentivegna, Campbell D. Watson. 56-72 [doi]
- Film Cooling Prediction and Optimization Based on Deconvolution Neural NetworkYaning Wang, Shirui Luo, Wen Wang, Guocheng Tao, Xinshuai Zhang, Jiahuan Cui. 73-91 [doi]
- Turbomachinery Blade Surrogate Modeling Using Deep LearningShirui Luo, Jiahuan Cui, Vignesh Sella, Jian Liu, Seid Koric, Volodymyr V. Kindratenko. 92-104 [doi]
- A Data-Driven Wall-Shear Stress Model for LES Using Gradient Boosted Decision TreesSarath Radhakrishnan, Lawrence Adu Gyamfi, Arnau Miró, Bernat Font, Joan Calafell, Oriol Lehmkuhl. 105-121 [doi]
- Nonlinear Mode Decomposition and Reduced-Order Modeling for Three-Dimensional Cylinder Flow by Distributed Learning on FugakuKazuto Ando, Keiji Onishi, Rahul Bale, Makoto Tsubokura, Akiyoshi Kuroda, Kazuo Minami. 122-137 [doi]
- Using Physics-Informed Enhanced Super-Resolution Generative Adversarial Networks to Reconstruct Mixture Fraction Statistics of Turbulent Jet FlowsMichael Gauding, Mathis Bode. 138-153 [doi]
- Toward a Workflow for Identifying Jobs with Similar I/O Behavior Utilizing Time Series AnalysisJulian M. Kunkel, Eugen Betke. 161-173 [doi]
- H3: An Application-Level, Low-Overhead Object StoreAntony Chazapis, Efstratios Politis, Giorgos Kalaentzis, Christos Kozanitis, Angelos Bilas. 174-188 [doi]
- Automatic Partitioning of MPI Operations in MPI+OpenMP ApplicationsTim Jammer, Christian H. Bischof. 191-198 [doi]
- heimdallr: Improving Compile Time Correctness Checking for Message Passing with RustMichael Blesel, Michael Kuhn 0003, Jannek Squar. 199-211 [doi]
- Potential of Interpreter Specialization for Data AnalysisWei He, Michelle Mills Strout. 212-225 [doi]
- Refactoring for Performance with Semantic Patching: Case Study with RecipesMichele Martone, Julia Lawall. 226-232 [doi]
- Negative Perceptions About the Applicability of Source-to-Source Compilers in HPC: A Literature ReviewReed Milewicz, Peter Pirkelbauer, Prema Prema Soundararajan, Hadia Ahmed, Anthony Skjellum. 233-246 [doi]
- Automatic Tuning of Tensorflow's CPU Backend Using Gradient-Free Optimization AlgorithmsDerssie Mebratu, Niranjan Hasabnis, Pietro Mercati, Gaurit Sharma, Shamima Najnin. 249-266 [doi]
- MSM: Multi-stage Multicuts for Scalable Image ClusteringKalun Ho, Avraam Chatzimichailidis, Margret Keuper, Janis Keuper. 267-284 [doi]
- OmniOpt - A Tool for Hyperparameter Optimization on HPCPeter Winkler, Norman Koch, Andreas Hornig, Johannes Gerritzen. 285-296 [doi]
- Parallel/Distributed Intelligent Hyperparameters Search for Generative Artificial Neural NetworksMathias Esteban, Jamal Toutouh, Sergio Nesmachnow. 297-313 [doi]
- Machine Learning for Generic Energy Models of High Performance Computing ResourcesJonathan Muraña, Carmen B. Navarrete, Sergio Nesmachnow. 314-330 [doi]
- Automation for Data-Driven Research with the NERSC Superfacility APIDeborah Bard, Mark R. Day, Bjoern Enders, Rebecca Hartman-Baker, John Riney, Cory Snavely, Gabor Torok. 333-345 [doi]
- A Middleware Supporting Data Movement in Complex and Software-Defined Storage and Memory ArchitecturesChristopher Haine, Utz-Uwe Haus, Maxime Martinasso, Dirk Pleiter, François Tessier, Domokos Sarmany, Simon D. Smart, Tiago Quintino, Adrian Tate. 346-357 [doi]
- An Operational Data Collecting and Monitoring Platform for Fugaku: System Overviews and Case Studies in the Prelaunch Service PeriodMasaaki Terai, Keiji Yamamoto, Shin'ichi Miura, Fumiyoshi Shoji. 365-377 [doi]
- An Explainable Model for Fault Detection in HPC SystemsMarrin Molan, Andrea Borghesi, Francesco Beneventi, Massimiliano Guarrasi, Andrea Bartolini. 378-391 [doi]
- A Scalable Cloud Deployment Architecture for High-Performance Real-Time Online ApplicationsSezar Jarrous-Holtrup, Folker Schamel, Kerstin Hofer, Sergei Gorlatch. 395-405 [doi]
- Leveraging HW Approximation for Exploiting Performance-Energy Trade-offs Within the Edge-Cloud Computing ContinuumArgyris Kokkinis, Aggelos Ferikoglou, Dimitrios Danopoulos, Dimosthenis Masouros, Kostas Siozios. 406-415 [doi]
- Datashim and Its Applications in BioinformaticsYiannis Gkoufas, David Yu Yuan, Christian Pinto, Panos K. Koutsovasilis, Srikumar Venugopal. 416-427 [doi]
- FaaS and Curious: Performance Implications of Serverless Functions on Edge Computing PlatformsAchilleas Tzenetopoulos, Evangelos Apostolakis, Aphrodite Tzomaka, Christos Papakostopoulos, Konstantinos Stavrakakis, Manolis Katsaragakis, Ioannis Oroutzoglou, Dimosthenis Masouros, Sotirios Xydis, Dimitrios Soudris. 428-438 [doi]
- Differentiated Performance in NoSQL Database Access for Hybrid Cloud-HPC WorkloadsRemo Andreoli, Tommaso Cucinotta. 439-449 [doi]
- JUWELS Booster - A Supercomputer for Large-Scale AI ResearchStefan Kesselheim, Andreas Herten, Kai Krajsek, Jan Ebert, Jenia Jitsev, Mehdi Cherti, Michael Langguth, Bing Gong, Scarlet Stadtler, Amirpasha Mozaffari, Gabriele Cavallaro, Rocco Sedona, Alexander Schug, Alexandre Strube, Roshni Kamath, Martin G. Schultz, Morris Riedel, Thomas Lippert. 453-468 [doi]
- In Situ Visualization of WRF Data Using Universal Data JunctionAniello Esposito, Glendon Holst. 475-483 [doi]
- Catalyst Revised: Rethinking the ParaView in Situ Analysis and Visualization APIUtkarsh Ayachit, Andrew C. Bauer, Ben Boeckel, Berk Geveci, Kenneth Moreland, Patrick O'Leary, Tom Osika. 484-494 [doi]
- Fides: A General Purpose Data Model Library for Streaming DataDavid Pugmire, Caitlin Ross, Nicholas Thompson, James Kress, Chuck Atkins, Scott Klasky, Berk Geveci. 495-507 [doi]
- Including in Situ Visualization and Analysis in PDIChristian Witzler, J. Miguel Zavala-Aké, Karol Sierocinski, Herbert Owen. 508-512 [doi]