Artificial intelligence enhanced molecular simulations
J Zhang, D Chen, Y Xia, YP Huang, X Lin… - Journal of Chemical …, 2023 - ACS Publications
Molecular simulations, which simulate the motions of particles according to fundamental
laws of physics, have been applied to a wide range of fields from physics and materials …
laws of physics, have been applied to a wide range of fields from physics and materials …
A comprehensive review of convolutional neural networks for defect detection in industrial applications
Quality inspection and defect detection remain critical challenges across diverse industrial
applications. Driven by advancements in Deep Learning, Convolutional Neural Networks …
applications. Driven by advancements in Deep Learning, Convolutional Neural Networks …
Jax md: a framework for differentiable physics
S Schoenholz, ED Cubuk - Advances in Neural Information …, 2020 - proceedings.neurips.cc
We introduce JAX MD, a software package for performing differentiable physics simulations
with a focus on molecular dynamics. JAX MD includes a number of statistical physics …
with a focus on molecular dynamics. JAX MD includes a number of statistical physics …
JAX, MD A framework for differentiable physics
SS Schoenholz, ED Cubuk - Journal of Statistical Mechanics …, 2021 - iopscience.iop.org
We introduce JAX MD, a software package for performing differentiable physics simulations
with a focus on molecular dynamics. JAX MD includes a number of physics simulation …
with a focus on molecular dynamics. JAX MD includes a number of physics simulation …
Molecular dynamics simulations on cloud computing and machine learning platforms
Scientific computing applications have benefited greatly from high performance computing
infrastructure such as supercomputers. However, we are seeing a paradigm shift in the …
infrastructure such as supercomputers. However, we are seeing a paradigm shift in the …
[HTML][HTML] Sustainable Machine Vision for Industry 4.0: A Comprehensive Review of Convolutional Neural Networks and Hardware Accelerators in Computer Vision
M Hussain - AI, 2024 - mdpi.com
As manifestations of Industry 4.0. become visible across various applications, one key and
opportune area of development are quality inspection processes and defect detection. Over …
opportune area of development are quality inspection processes and defect detection. Over …
Probing Accuracy-Speedup Tradeoff in Machine Learning Surrogates for Molecular Dynamics Simulations
The performance promise of machine learning surrogates of molecular dynamics
simulations of soft materials is significant but generally comes at the cost of acquiring large …
simulations of soft materials is significant but generally comes at the cost of acquiring large …