Second International Workshop on the Application of Machine Learning Techniques to Computational Fluid Dynamics and Solid Mechanics Simulations and Analysis
Machine-Learning-Based Control of Perturbed and Heated Channel Flows
Novel DNNs for Stiff ODEs with Applications to Chemically Reacting Flows
Lettuce: PyTorch-based Lattice Boltzmann Framework
Reservoir computing in reduced order modeling for chaotic dynamical systems
Film cooling prediction and optimization based on deconvolution neural network
Turbomachinery Blade Surrogate Modeling using Deep Learning
A Data-driven Wall-shear Stress Model for LES using Gradient Boosted Decision Trees
Nonlinear mode decomposition and reduced-order modeling for three-dimensional cylinder flow by distributed learning on Fugaku
Using physics-informed enhanced super-resolution generative adversarial networks to reconstruct mixture fraction statistics of turbulent jet flows
HPC I/O in the Data Center
Toward a Workflow for Identifying Jobs with Similar I/O Behavior Utilizing Time Series Analysis
H3: An Application-Level, Low-Overhead Object Store
Compiler-assisted Correctness Checking and Performance Optimization for HPC
Automatic partitioning of MPI operations in MPI+OpenMP applications
heimdallr: Improving Compile Time Correctness Checking for Message Passing with Rust
Potential of Interpreter Specialization for Data Analysis
Refactoring for Performance with Semantic Patching: Case Study with Recipes
Negative Perceptions About the Applicability of Source-to-Source Compilers in HPC: A Literature Review
Machine Learning on HPC Systems
Automatic Tuning of Tensorflow's CPU Backend using Gradient-Free Optimization Algorithms
MSM: Multi-Stage Multicuts for Scalable Image Clustering
OmniOpt
a tool for hyperparameter optimization on HPC
Parallel/distributed intelligent hyperparameters search for GANs
Machine learning for generic energy models of high performance computing resources
Fourth International Workshop on Interoperability of Supercomputing and Cloud Technologies
Automation for Data-Driven Research with the NERSC Superfacility API
A Middleware Supporting Data Movement inComplex and Software-Defined Storage and Memory Architectures
Second International Workshop on Monitoring and Operational Data Analytics
An Operational Data Collecting and Monitoring Platform for Fugaku: System Overviews and Case Studies in the Prelaunch Service Period
An Explainable Model for Fault Detection in HPC Systems
Sixteenth Workshop on Virtualization in HighƯ-Performance Cloud Computing
A Scalable Cloud Deployment Architecture for High-Performance Real-Time Online Interactive Applications
Leveraging HW approximation for exploiting performance-energy trade-offs within the edge-cloud computing continuum
Datashim and its applications in Bioinformatics
FaaS and Curious: Performance implications of serverless functions on edge computing platforms
Differentiated performance in NoSQL database access for hybrid Cloud-HPC workloads
Deep Learning on Supercomputers
JUWELS Booster
A Supercomputer for Large-Scale AI Research
Fifth International Workshop on In Situ Visualization
In Situ Visualization of WRF Data using Universal Data Junction
Catalyst Revised: Rethinking the ParaView In Situ Analysis and Visualization API
Fides: A General Purpose Data Model Library for Streaming Data.-Including in-situ visualization and analysis in PDI.