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06/29/2021
Tensor-train approximation of the chemical master equation and its application for parameter inference
In this work, we perform Bayesian inference tasks for the chemical maste...
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06/15/2021
Multi-StyleGAN: Towards Image-Based Simulation of Time-Lapse Live-Cell Microscopy
Time-lapse fluorescent microscopy (TLFM) combined with predictive mathem...
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03/01/2021
Moment-Based Variational Inference for Stochastic Differential Equations
Existing deterministic variational inference approaches for diffusion pr...
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01/08/2021
Maximizing Information Gain for the Characterization of Biomolecular Circuits
Quantitatively predictive models of biomolecular circuits are important ...
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11/16/2020
Multiclass Yeast Segmentation in Microstructured Environments with Deep Learning
Cell segmentation is a major bottleneck in extracting quantitative singl...
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05/14/2019