Simon Olofsson
Simon Olofsson
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Maximizing neotissue growth kinetics in a perfusion bioreactor: An in silico strategy using model reduction and Bayesian optimization
M Mehrian, Y Guyot, I Papantoniou, S Olofsson, M Sonnaert, R Misener, ...
Biotechnology and bioengineering 115 (3), 617-629, 2018
Bayesian multiobjective optimisation with mixed analytical and black-box functions: Application to tissue engineering
S Olofsson, M Mehrian, R Calandra, L Geris, MP Deisenroth, R Misener
IEEE Transactions on Biomedical Engineering 66 (3), 727-739, 2018
GPdoemd: A Python package for design of experiments for model discrimination
S Olofsson, L Hebing, S Niedenführ, MP Deisenroth, R Misener
Computers & Chemical Engineering 125, 54-70, 2019
Design of Experiments for Model Discrimination Hybridising Analytical and Data-Driven Approaches
S Olofsson, MP Deisenroth, R Misener
ICML '18: Proceedings of the International Conference on Machine Learning …, 2018
Improving Sensor Network Convergecast Performance with Directional Antennas.
J Schandy, S Olofsson, L Steinfeld, T Voigt
EWSN, 13-22, 2019
Bayesian Multi-Objective Optimisation of Neotissue Growth in a Perfusion Bioreactor Set-Up
S Olofsson, M Mehrian, L Geris, R Calandra, MP Deisenroth, R Misener
Computer Aided Chemical Engineering 40, 2155-2160, 2017
Design of experiments for model discrimination using Gaussian process surrogate models
S Olofsson, MP Deisenroth, R Misener
Computer Aided Chemical Engineering 44, 847-852, 2018
Technical Groups Follow AIChE
M Asteasuain, A Brandolin, P Presenter
CEP, 2021
Design of Dynamic Experiments for Black-Box Model Discrimination
S Olofsson, ES Schultz, A Mhamdi, A Mitsos, MP Deisenroth, R Misener
arXiv preprint arXiv:2102.03782, 2021
Gaussian processes for hybridisation of analytical and data-driven approaches for design of experiments
S Olofsson
Imperial College London, 2020
Improving Sensor Network Convergecast Performance with Directional Antennas
S Javier, S Olofsson, T Voigt, L Steinfeld
International Conference on Embedded Wireless Systems and Networks (EWSN …, 2019
Gaussian Processes for Hybridizing Analytical & Data-Driven Decision-Making
S Olofsson, J Wiebe, MP Deisenroth, R Misener
2018 AIChE Annual Meeting, 2018
Probabilistic Feature Learning Using Gaussian Process Auto-Encoders
S Olofsson
Bounds on the Lifetime of Wireless Sensor networks with Lossy Links and Directional Antennas
JM Alonso, A Nordhamn, S Olofsson, T Voigt
Wireless Network Performance Enhancement via Directional Antennas: Models …, 2015
cog-imperial/GPdoemd: GPdoemd v1. 1
S Olofsson
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