30 citations · 34 across the 3 of their papers we have counts for
3 papers
The Waste-to-Biomethane Logistic Problem: A mathematical optimization approach
Víctor Blanco, Yolanda Hinojosa, Victor Zavala
In this paper, we propose a new mathematical optimization approach to make decisions on the optimal design of a logistic system to produce biogas from waste. We provide an integrat…
Uncertainty Quantification for Molecular Property Predictions with Graph Neural Architecture Search
Shengli Jiang, Shiyi Qin, Reid C. Van Lehn +2
Graph Neural Networks (GNNs) have emerged as a prominent class of data-driven methods for molecular property prediction. However, a key limitation of typical GNN models is their in…
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…