GPdoemd: A Python package for design of experiments for model discrimination

Author:

Olofsson Simon,Hebing Lukas,Niedenführ Sebastian,Deisenroth Marc Peter,Misener Ruth

Funder

Horizon 2020

EPSRC

Publisher

Elsevier BV

Subject

Computer Science Applications,General Chemical Engineering

Reference81 articles.

1. Statistical tools for optimal dynamic model building;Asprey;Comput. Chem. Eng.,2000

2. DT-optimum designs for model discrimination and parameter estimation;Atkinson;J. Stat. Plan. Inference,2008

3. The design of experiments for discriminating between two rival models;Atkinson;Biometrika,1975

4. Machine learning supporting experimental design for product development in the lab;Babutzka;Chem. Ing. Tech.,2019

5. Automatic differentiation in machine learning: a survey;Baydin;J. Mach. Learn. Res.,2018

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