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Recommendations for the article Systems biology informed deep learning for inferring parameters and hidden dynamics
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | Parameter inference for systems biology models | Ananya Rastogi | 2021-01-01 | Nature Computational Science | 0 | 3 |
| visibility_off | Learning systems of ordinary differential equations with Physics-Informed Neural Networks: the case study of enzyme kinetics | Paola Lecca | 2024-02-01 | Journal of Physics: Conference Series | 0 | 0 |
| visibility_off | Scalable Inference of Ordinary Differential Equation Models of Biochemical Processes. | Fabian Fröhlich, Carolin Loos, J. Hasenauer | 2017-11-21 | Methods in molecular biology | 23 | 36 |
| visibility_off | Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods | Richard M. Jiang, Prashant Singh, Fredrik Wrede, A. Hellander, Linda Petzold | 2022-01-01 | PLoS Computational Biology | 10 | 22 |
| visibility_off | Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems | Geoffrey Roeder, Paul K. Grant, Andrew Phillips, Neil Dalchau, Edward Meeds | 2019-05-24 | ArXiv | 21 | 28 |
| visibility_off | Data-Driven Modeling of Partially Observed Biological Systems | Wei-Hung Su, Ching-Shan Chou, Dongbin Xiu | 2024-01-13 | Communications on Applied Mathematics and Computation | 0 | 0 |
| visibility_off | Reactive SINDy: Discovering governing reactions from concentration data | Moritz Hoffmann, C. Fröhner, F. Noé | 2018-10-12 | bioRxiv | 102 | 61 |
| visibility_off | Optimizing Physics-Informed Neural Network in Dynamic System Simulation and Learning of Parameters | Ebenezer O. Oluwasakin, Abdul Q. M. Khaliq | 2023-11-28 | Algorithms | 0 | 1 |
| visibility_off | Scientific Deep Machine Learning Concepts for the Prediction of Concentration Profiles and Chemical Reaction Kinetics: Consideration of Reaction Conditions. | Niklas Adebar, Julian Keupp, Victor N Emenike, Jonas Kühlborn, Lisa Vom Dahl, Robert Möckel, Jens Smiatek | 2024-01-25 | The journal of physical chemistry. A | 2 | 28 |
| visibility_off | Robust parameter estimation and identifiability analysis with Hybrid Neural Ordinary Differential Equations in Computational Biology | Stefano Giampiccolo, Federico Reali, Anna Fochesato, Giovanni Iacca, Luca Marchetti | 2024-06-12 | bioRxiv | 0 | 6 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |