Yunfei Huang

Employment

• Technical University of Dortmund
  2025 - Present
• Ludwig Maximilian University of Munich
  2025 - 2025
• Helmholtz-Zentrum Hereon Postdoc
  2021 - 2025
• Forschungszentrum Jülich
  2017 - 2021

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (14)

• Combining Microscopy Data and Metadata for Reconstruction of Cellular Traction Forces Using a Hybrid Vision Transformer–U-Net
  2026
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• Geometric and Physical Constraints Synergistically Enhance Neural PDE Surrogates
  Proceedings of the 42nd International Conference on Machine Learning 2025
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• Symmetry Constraints Enhance Long-term Stability and Accuracy in Unsupervised Learning of Geophysical Fluid Flows
  2024 DOI: 10.22541/essoar.170224565.52373387/v2
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• Author Correction: Sparse inference and active learning of stochastic differential equations from data
  Scientific reports 2024
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• Symmetry Constraints Enhance Long-term Stability and Accuracy in Unsupervised Learning of Geophysical Fluid Flows
  2023 DOI: 10.22541/essoar.170224565.52373387/v1
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• Sparse inference and active learning of stochastic differential equations from data
  Scientific reports 2022
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• Advanced data analysis for traction force microscopy and data-driven discovery of physical equations
  PhD Thesis at Universität zu Köln 2021
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• A Bayesian traction force microscopy method with automated denoising in a user-friendly software package
  Computer Physics Communications 2020 DOI: 10.1016/j.cpc.2020.107313
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• Substrate-rigidity dependent migration of an idealized twitching bacterium
  Soft matter 2019
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• Traction force microscopy with optimized regularization and automated Bayesian parameter selection for comparing cells
  Scientific reports 2019
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