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Methods in Molecular Biology (Clifton, N.J.)|April 19, 2023
Systems Biology: Identifiability Analysis and Parameter Identification via Systems-Biology-Informed Neural NetworksMitchell Daneker, Zhen Zhang, George Em Karniadakis, et al.Neural Networks : the Official Journal of the International Neural Network Society|July 11, 2020
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothnessPengzhan Jin, Lu Lu, Yifa Tang, et al.Soft Matter|May 30, 2015
Effects of thermal noise on the transitional dynamics of an inextensible elastic filament in stagnation flowMingge Deng, Leopold Grinberg, Bruce Caswell, et al.Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|December 15, 2015
Fluctuating hydrodynamics in periodic domains and heterogeneous adjacent multidomains: Thermal equilibriumXin Bian, Zhen Li, Mingge Deng, et al.Plos Computational Biology|November 18, 2020
Systems biology informed deep learning for inferring parameters and hidden dynamicsAlireza Yazdani, Lu Lu, Maziar Raissi, et al.Biophysical Journal|June 4, 2021
In silico biophysics and hemorheology of blood hyperviscosity syndromeElahe Javadi, Yixiang Deng, George Em Karniadakis, et al.Journal of Biomechanics|November 24, 2016
Biomechanics and biorheology of red blood cells in sickle cell anemiaXuejin Li, Ming Dao, George Lykotrafitis, et al.Physical Review. E|April 15, 2016
Analysis of hydrodynamic fluctuations in heterogeneous adjacent multidomains in shear flowXin Bian, Mingge Deng, Yu-Hang Tang, et al.Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|November 13, 2008
Hydrodynamic interactions for single dissipative-particle-dynamics particles and their clusters and filamentsWenxiao Pan, Dmitry A Fedosov, George Em Karniadakis, et al.Plos Computational Biology|October 31, 2022
G2Φnet: Relating genotype and biomechanical phenotype of tissues with deep learningEnrui Zhang, Bart Spronck, Jay D Humphrey, et al.Pageof 18