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Pre-2020
Numerical Optimization Methods (May 2025)
MPI Tuning on HPC Interconnects (Mar 2025)
Analyzing GPU Applications using NVIDIA Nsight Profilers (Dec 2024)
Accelerating Python Applications with Legate (Jun 2024)
Automated Machine Learning Using Deephyper (Mar 2024)
Lightweight Always-on Performance Profiling using Caliper (Nov 2023)
MOES + LAMMPS: Optimizing Molecular Dynamics Potentials with Evolution Strategies (Aug 2023)
GPU Memory Management: Part 2 Micro-benchmarks (Jun 2023)
GPU-acceleration with RAPIDS: Part 2 (Mar 2023)
Profiling and Analyzing HPC Applications using the TAU Performance System (Jun 2023)
GPU-acceleration with RAPIDS: Part 1 (Dec 2022)
GPU Memory Management: Part 1 (Jun 2022)
C/Fortran Source Code Optimization (Jun 2022)
Intel Single Instruction Multiple Data (SIMD) Extensions (Mar 2022)
Introduction and Examples of Evolutionary Parameter Optimization with Multiple Objective Evolution Strategies (MOES) (Aug 2021)
