5 citations · 8 across the 2 of their papers we have counts for
3 papers
cs.CV2022★ 3 cited
Convolutional Neural Networks: Basic Concepts and Applications in Manufacturing
Shengli Jiang, Shiyi Qin, Joshua L. Pulsipher +1
We discuss basic concepts of convolutional neural networks (CNNs) and outline uses in manufacturing. We begin by discussing how different types of data objects commonly encountered…
cs.LG2021
Convolutional Neural Nets in Chemical Engineering: Foundations, Computations, and Applications
Shengli Jiang, Victor M. Zavala
In this paper we review the mathematical foundations of convolutional neural nets (CNNs) with the goals of: i) highlighting connections with techniques from statistics, signal proc…
cs.LG2020★ 5 cited
Graph Neural Network Architecture Search for Molecular Property Prediction
Shengli Jiang, Prasanna Balaprakash
Predicting the properties of a molecule from its structure is a challenging task. Recently, deep learning methods have improved the state of the art for this task because of their…