Picture for Eric Wulff

Eric Wulff

Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing

Add code
Nov 29, 2023
Figure 1 for Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing
Figure 2 for Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing
Figure 3 for Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing
Figure 4 for Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing
Viaarxiv icon

Scalable neural network models and terascale datasets for particle-flow reconstruction

Add code
Sep 13, 2023
Viaarxiv icon

Progress towards an improved particle flow algorithm at CMS with machine learning

Add code
Mar 30, 2023
Figure 1 for Progress towards an improved particle flow algorithm at CMS with machine learning
Figure 2 for Progress towards an improved particle flow algorithm at CMS with machine learning
Figure 3 for Progress towards an improved particle flow algorithm at CMS with machine learning
Figure 4 for Progress towards an improved particle flow algorithm at CMS with machine learning
Viaarxiv icon

Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC

Add code
Mar 27, 2023
Figure 1 for Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC
Figure 2 for Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC
Figure 3 for Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC
Figure 4 for Hyperparameter optimization, quantum-assisted model performance prediction, and benchmarking of AI-based High Energy Physics workloads using HPC
Viaarxiv icon

Hyperparameter optimization of data-driven AI models on HPC systems

Add code
Mar 02, 2022
Figure 1 for Hyperparameter optimization of data-driven AI models on HPC systems
Figure 2 for Hyperparameter optimization of data-driven AI models on HPC systems
Figure 3 for Hyperparameter optimization of data-driven AI models on HPC systems
Figure 4 for Hyperparameter optimization of data-driven AI models on HPC systems
Viaarxiv icon

Machine Learning for Particle Flow Reconstruction at CMS

Add code
Mar 01, 2022
Figure 1 for Machine Learning for Particle Flow Reconstruction at CMS
Viaarxiv icon