| Tree-aggregated predictive modeling of microbiome data J Bien, X Yan, L Simpson, CL Müller Scientific Reports 11 (1), 14505, 2021 | 31 | 2021 |
| An Efficient Method for the Joint Estimation of System Parameters and Noise Covariances for Linear Time-Variant Systems L Simpson, A Ghezzi, J Asprion, M Diehl arXiv preprint arXiv:2211.12302, 2023 | 9 | 2023 |
| c-lasso--a Python package for constrained sparse and robust regression and classification L Simpson, PL Combettes, CL Müller arXiv preprint arXiv:2011.00898, 2020 | 8 | 2020 |
| A Voronoi-based mixed-integer Gauss-Newton algorithm for MINLP arising in optimal control A Ghezzi, L Simpson, A Bürger, C Zeile, S Sager, M Diehl 2023 European Control Conference (ECC), 1-7, 2023 | 1 | 2023 |
| Direct Collocation for Numerical Optimal Control of Second-Order ODE L Simpson, A Nurkanović, M Diehl 2023 European Control Conference (ECC), 1-7, 2023 | 1 | 2023 |
| A Learning-based Model Predictive Control Scheme with Application to Temperature Control Units * L Simpson, J Xie, J Asprion, R Scattolini 2024 IEEE Conference on Control Technology and Applications (CCTA), 675-680, 2024 | | 2024 |
| Parallelizable Parametric Nonlinear System Identification via tuning of a Moving Horizon State Estimator L Simpson, J Asprion, S Muntwiler, J Köhler, M Diehl arXiv preprint arXiv:2403.17858, 2024 | | 2024 |
