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Martin Hagan | Researchclopedia

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Martin Hagan

Oklahoma State University ORCID

119

Works

18,434

Citations

25

h-index

48

i10-index

Research Topics

Neural Networks and Applications Machine Learning in Materials Science Advanced Chemical Physics Studies

Affiliations

Oklahoma State University1987–2025

Michigan Department of Transportation2003–2003

Mitsubishi Corporation (United States)2021–2022

Rensselaer Polytechnic Institute2002–2002

University of Canterbury1994–1994

Top Works

Training feedforward networks with the Marquardt algorithm

Martin Hagan,Mohammad Bagher Menhaj

19947,668 citations

Control Systems and Identification

Model Reduction and Neural Networks

Neural network design

Martin Hagan,Howard B. Demuth,et al.

19955,164 citations

Neural Network Toolbox™ User's Guide

Mark Beale,Martin Hagan,et al.

20151,643 citations

Gauss-Newton approximation to Bayesian learning

F. Dan Foresee,Martin Hagan

20021,395 citations

The Time Series Approach to Short Term Load Forecasting

Martin Hagan,Suzanne M. Behr

1987539 citations

An introduction to the use of neural networks in control systems

Martin Hagan,Howard B. Demuth,et al.

2002325 citations

<i>Ab initio</i> potential-energy surfaces for complex, multichannel systems using modified novelty sampling and feedforward neural networks

Lionel M. Raff,M. Malshe,et al.

2005151 citations

Backpropagation Algorithms for a Broad Class of Dynamic Networks

Orlando De Jesús,Martin Hagan

2007145 citations

Simultaneous fitting of a potential-energy surface and its corresponding force fields using feedforward neural networks

A. Pukrittayakamee,M. Malshe,et al.

2009119 citations