Concepedia

Amanda Lane

AL

4

Publications

75

Citations

4

H-Index

2021

Active since

Affiliations

University of Manchester(Current)

Unilever (United Kingdom)

Amanda Lane is an author at University of Manchester specializing in systems engineering, computer science, and process control.

Top concepts

NoiseEngineeringData ScienceDeep LearningProcess ControlComputer ScienceMachine LearningSignal ProcessingSystems EngineeringComputer Engineering

Publications per year

2021–2024

4

Publications

4

Probabilistic machine learning based soft-sensors for product quality prediction in batch processes

Max Mowbray, Harry Kay, Sam Kay et al. · Chemometrics and Intelligent Laboratory Systems · 2022 · 31 citations · Full text

A two-step multivariate statistical learning approach for batch process soft sensing

Aaron Hicks, Matthew L. Johnston, Max Mowbray et al. · Digital Chemical Engineering · 2021 · 18 citations · Full text

Integrating Autoencoder and Heteroscedastic Noise Neural Networks for the Batch Process Soft-Sensor Design

Sam Kay, Harry Kay, Max Mowbray et al. · Industrial & Engineering Chemistry Research · 2022 · 16 citations · Full text

Engineering, Machine Learning, Industrial Engineering +18

Integrating knowledge-guided symbolic regression and model-based design of experiments to automate process flow diagram development

Alexander W. Rogers, Amanda Lane, César Mendoza et al. · Chemical Engineering Science · 2024 · 10 citations · Full text

Rows per page

1–4 of 4