Composable Workflow for Accelerating Neural Architecture Search Using In Situ Analytics for Protein Classification
Neural architecture search (NAS), which automates the design of neural network (NN)
architectures for scientific datasets, requires significant computational resources and time …
architectures for scientific datasets, requires significant computational resources and time …
A Methodology to Generate Efficient Neural Networks for Classification of Scientific Datasets
Neural networks (NNs) are increasingly utilized in high-throughput scientific workflows. In
this context, NN efficiency is essential for successful workflow management. We use a multi …
this context, NN efficiency is essential for successful workflow management. We use a multi …
High frequency accuracy and loss data of random neural networks trained on image datasets
Abstract Neural Networks (NNs) are increasingly used across scientific domains to extract
knowledge from experimental or computational data. An NN is composed of natural or …
knowledge from experimental or computational data. An NN is composed of natural or …
Seismic Stability Assessment of Civil Building Projects Based on BIM Technology
R Zhao - International Conference on Innovative Computing, 2023 - Springer
Abstract Building Information Modelling (BIM) technology is in a rapid stage of development
in China. BIM technology is the use of computer information means to simulate information …
in China. BIM technology is the use of computer information means to simulate information …
Identifying Structural Properties of Proteins from X-ray Free Electron Laser Diffraction Patterns
Capturing structural information of a biological molecule is crucial to determine its function
and understand its mechanics. X-ray Free Electron Lasers (XFEL) are an experimental …
and understand its mechanics. X-ray Free Electron Lasers (XFEL) are an experimental …
VINARCH: A Visual Analytics Interactive Tool for Neural Network Archaeology
S An, G Channing, C Schuman… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Most neural networks (NNs) generated by neural architecture search (NAS) are discarded
except for the final output to limit the memory usage on high performance computing (HPC) …
except for the final output to limit the memory usage on high performance computing (HPC) …