publications

2022

  1. Article
    Sparse inference and active learning of stochastic differential equations from data
    Huang, Yunfei *, Mabrouk, Youssef *, Gompper, Gerhard, and Sabass, Benedikt
    Sci. Rep., 2022

2021

  1. PhD Thesis
    Advanced data analysis for traction force microscopy and data-driven discovery of physical equations
    Huang, Yunfei
    PhD thesis at Universität zu Köln, 2021

2020

  1. Article
    A Bayesian traction force microscopy method with automated denoising in a user-friendly software package
    Huang, Yunfei, Gompper, Gerhard, and Sabass, Benedikt
    Comput. Phys. Commun., 2020

2019

  1. Article
    Traction force microscopy with optimized regularization and automated Bayesian parameter selection for comparing cells
    Huang, Yunfei, Schell, Christoph, Huber, Tobias B, Şimşek, Ahmet Nihat, Hersch, Nils, Merkel, Rudolf, Gompper, Gerhard, and Sabass, Benedikt
    Sci. Rep., 2019
  2. Article
    Substrate-rigidity dependent migration of an idealized twitching bacterium
    Simsek, Ahmet Nihat, Braeutigam, Andrea, Koch, Matthias D, Shaevitz, Joshua W,  Huang, Yunfei, Gompper, Gerhard, and Sabass, Benedikt
    Soft matter, 2019

2016

  1. Article
    Phase-field modeling of crack propagation in multiphase systems
    Schneider, Daniel, Schoof, Ephraim,  Huang, Yunfei, Selzer, Michael, and Nestler, Britta
    Comput. Methods Appl. Mech. Eng., 2016
  2. Article
    Modeling of crack propagation on a mesoscopic length scale
    Nestler, Britta, Schneider, Daniel, Schoof, Ephraim,  Huang, Yunfei, Selzer, Miachael, and Nachname, Vorname
    GAMM-Mitteilungen, 2016

2015

  1. Master Thesis
    Modeling and numerical simulation of the path of a single crack in an elastic material submitted to a stress gradient
    Huang, Yunfei
    Master thesis at Ecole polytechnique, 2015

2014

  1. Master Thesis
    Consolidation modelling of second grade porous media by homogenization
    Huang, Yunfei
    Master thesis at University Joseph Fourier-Grenoble 1, 2014