Julian Morris

Model selection for partial least squares regression

Baibing Li, Julian Morris, Elaine Martin · Chemometrics and Intelligent Laboratory Systems · 2002 · 249 citations

Engineering, High-dimensional Method, Feature Selection +3

Gaussian process regression for multivariate spectroscopic calibration

Tao Chen, Julian Morris, Elaine Martin · Chemometrics and Intelligent Laboratory Systems · 2007 · 167 citations

Gaussian Process Regression, Calibration, Gaussian Process +2

Particle filters for state and parameter estimation in batch processes

Tao Chen, Julian Morris, Elaine Martin · Journal of Process Control · 2005 · 166 citations

State Estimation, Particle Filters, Nonlinear Filtering +9

Modeling and Optimal Control of a Batch Polymerization Reactor Using a Hybrid Stacked Recurrent Neural Network Model

Yuan Tian, Jie Zhang, Julian Morris · Industrial & Engineering Chemistry Research · 2001 · 128 citations

Engineering, Machine Learning, Industrial Engineering +18

Extracting Chemical Information from Spectral Data with Multiplicative Light Scattering Effects by Optical Path-Length Estimation and Correction

Zeng‐Ping Chen, Julian Morris, Elaine Martin · Analytical Chemistry · 2006 · 106 citations

Optical Path Length, Engineering, Measurement +23