Deep learning-based model reduction for distributed parameter systems M Wang, HX Li, X Chen, Y Chen IEEE Transactions on Systems, Man, and Cybernetics: Systems 46 (12), 1664-1674, 2016 | 85 | 2016 |
Real-time estimation of temperature distribution for cylindrical lithium-ion batteries under boundary cooling M Wang, HX Li IEEE Transactions on Industrial Electronics 64 (3), 2316-2324, 2016 | 38 | 2016 |
Control of IgG glycosylation in CHO cell perfusion cultures by GReBA mathematical model supported by a novel targeted feed, TAFE L Zhang, H Schwarz, M Wang, A Castan, H Hjalmarsson, V Chotteau Metabolic engineering 65, 135-145, 2021 | 32 | 2021 |
Spatiotemporal modeling of internal states distribution for lithium-ion battery M Wang, HX Li Journal of Power Sources 301, 261-270, 2016 | 19 | 2016 |
Glycan residues balance analysis-GReBA: a novel model for the N-linked glycosylation of IgG produced by CHO cells L Zhang, ML Wang, A Castan, J Stevenson, N Chatzissavidou, ... Metabolic engineering 57, 118-128, 2020 | 16 | 2020 |
Identification of nonlinear kinetics of macroscopic bio-reactions using multilinear Gaussian processes M Wang, RS Risuleo, EW Jacobsen, V Chotteau, H Hjalmarsson Computers & Chemical Engineering 133, 106671, 2020 | 15 | 2020 |
Deep auto-encoder in model reduction of large-scale spatiotemporal dynamics M Wang, HX Li, W Shen 2016 International Joint Conference on Neural Networks (IJCNN), 3180-3186, 2016 | 11 | 2016 |
Probabilistic model by Bayesian network for the prediction of antibody glycosylation in perfusion and fed‐batch cell cultures L Zhang, ML Wang, A Castan, H Hjalmarsson, V Chotteau Biotechnology and Bioengineering 118 (9), 3447-3459, 2021 | 10 | 2021 |
A multi-step least-squares method for nonlinear rational models M Wang, EW Jacobsen, V Chotteau, H Hjalmarsson 2019 American Control Conference (ACC), 4509-4514, 2019 | 8 | 2019 |
Estimation of Heteroscedastic Multilinear Systems M Wang, EW Jacobsen, V Chotteau, H Hjalmarsson 2020 59th IEEE Conference on Decision and Control (CDC), 2875-2880, 2020 | 1 | 2020 |
Unscented Bayes Methods for Hierarchical Gaussian Processes M Wang, EW Jacobsen, V Chotteau, H Hjalmarsson 2020 Australian and New Zealand Control Conference (ANZCC), 137-142, 2020 | | 2020 |
Intelligent Modeling of Internal States for Battery M Wang, HX Li 2015 IEEE International Conference on Systems, Man, and Cybernetics, 370-375, 2015 | | 2015 |