Synthetic Biology | Systems Biology A differentiable Gillespie algorithm for simulating chemical kinetics, parameter estimation, and designing synthetic biological circuits. July 19, 2024
Biomedical Engineering | Cardiology Physics-informed neural networks for parameter estimation in blood flow models. June 16, 2024
Neurology | Radiology Enhanced parameter estimation in multiparametric arterial spin labeling using artificial neural networks. June 9, 2024
Engineering | Physics Experimentally realized physical-model-based frugal wave control in metasurface-programmable complex media. April 2, 2024
Computational Neuroscience | Neurology Methods and considerations for estimating parameters in biophysically detailed neural models with simulation based inference. February 26, 2024
Computational Biology | Neurology | Neuroscience Methods and considerations for estimating parameters in biophysically detailed neural models with simulation based inference. May 3, 2023
Neurology | Radiology Parameter estimation for WMTI-Watson model of white matter using encoder-decoder recurrent neural network. November 14, 2022
Biomedical Engineering | Physics | Radiology Input layer regularization for magnetic resonance relaxometry biexponential parameter estimation. May 20, 2022
Radiology An Unsupervised Deep Learning Approach for Dynamic-Exponential Intravoxel Incoherent Motion MRI Modeling and Parameter Estimation in the Liver. January 22, 2022
Biomedical Engineering | Cardiology A method of parameter estimation for cardiovascular hemodynamics based on deep learning and its application to personalize a reduced-order model. September 29, 2021
Neonatology | Neurology | Radiology Deep learning-based parameter estimation in fetal diffusion-weighted MRI. August 29, 2021