Simon Olofsson

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Maximizing neotissue growth kinetics in a perfusion bioreactor: An in silico strategy using model reduction and Bayesian optimization

Liesbet Geris, Ruth Misener, Simon Olofsson, 2018, Biotechnology and bioengineering.

O ct 2 01 8 GPdoemd : a python package for design of experiments for model discrimination using Gaussian process surrogates

R. Misener, Simon Olofsson, 2018 .

Bayesian Multi-Objective Optimisation with Mixed Analytical and Black-Box Functions: Application to Tissue Engineering

M. Deisenroth, R. Calandra, L. Geris, 2018 .

Design of Dynamic Experiments for Black-Box Model Discrimination pdf

Alexander Mitsos, Adel Mhamdi, Marc Peter Deisenroth, 2021, ArXiv.

Using Gaussian Processes to Design Dynamic Experiments for Black-Box Model Discrimination under Uncertainty

Alexander Mitsos, Adel Mhamdi, Marc Peter Deisenroth, 2021, 2102.03782.

GPdoemd: a python package for design of experiments for model discrimination

Ruth Misener, Simon Olofsson, R. Misener, 2018, Comput. Chem. Eng..

Design of Experiments for Model Discrimination using Gaussian Process Surrogate Models

Marc Peter Deisenroth, Ruth Misener, Simon Olofsson, 2018 .

Bayesian Multiobjective Optimisation With Mixed Analytical and Black-Box Functions: Application to Tissue Engineering

Liesbet Geris, Marc Peter Deisenroth, Ruth Misener, 2019, IEEE Transactions on Biomedical Engineering.

Bayesian Multi-Objective Optimisation of Neotissue Growth in a Perfusion Bioreactor Set-up

Liesbet Geris, Roberto Calandra, Simon Olofsson, 2017 .

Probabilistic Feature Learning Using Gaussian Process Auto-Encoders

Simon Olofsson, Simon Olofsson, 2016 .

Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches

Marc Peter Deisenroth, Ruth Misener, Simon Olofsson, 2018, ICML.

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

M. Deisenroth, R. Misener, Simon Olofsson, 2018, Comput. Chem. Eng..

GPdoemd: a python package for design of experiments for model discrimination

Simon Olofsson, Ruth Misener, 2018, ArXiv.