| Combined statistical-mechanistic modeling links ion channel genes to physiology of cortical neuron types Y Bernaerts, M Deistler, PJ Gonçalves, J Beck, M Stimberg, F Scala, ... bioRxiv, 2023.03. 02.530774, 2023 | 8 | 2023 |
| Combined statistical-mechanistic modeling links ion channel genes to physiology of cortical neuron types. bioRxiv Y Bernaerts, M Deistler, PJ Goncalves, J Beck, M Stimberg, F Scala, ... | 7 | 2023 |
| Diffusion tempering improves parameter estimation with probabilistic integrators for ordinary differential equations J Beck, N Bosch, M Deistler, KL Kadhim, JH Macke, P Hennig, P Berens arXiv preprint arXiv:2402.12231, 2024 | 4 | 2024 |
| Efficient identification of informative features in simulation-based inference J Beck, M Deistler, Y Bernaerts, JH Macke, P Berens Advances in Neural Information Processing Systems 35, 19260-19273, 2022 | 4 | 2022 |
| Differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics M Deistler, KL Kadhim, M Pals, J Beck, Z Huang, M Gloeckler, ... bioRxiv, 2024.08. 21.608979, 2024 | 2 | 2024 |
| A unifying framework for rank and pseudo-rank based inference using nonparametric confidence distributions J Beck, AC Bathke Statistical Papers 65 (3), 1233-1257, 2024 | 2 | 2024 |
| sbi reloaded: a toolkit for simulation-based inference workflows J Boelts, M Deistler, M Gloeckler, Á Tejero-Cantero, JM Lueckmann, ... arXiv preprint arXiv:2411.17337, 2024 | | 2024 |
| A Novel Method for Nonparametric Statistical Inference for Niche Overlap in Multiple Species PB Langthaler, KP Gladow, O Krüger, J Beck Biometrical Journal 66 (7), e202400013, 2024 | | 2024 |
| Combined statistical-mechanistic modeling links ion channel genes to physiology of cortical neuron types JH Macke, P Berens, D Kobak, AS Tolias, F Scala, M Stimberg, J Beck, ... bio Rxiv, 2023 | | 2023 |
| sbi reloaded: a toolkit for simulation-based inference MP Ziaeemehr13, T Gruner14, S Bischoff, CS Rodrigues20, FA Zaid, ... | | |
