State-of-the-art machine learning methods for constitutive modeling typically require many tensorial stress–strain pairs, which can be challenging to acquire. Noncontact model identification ...

This important study introduces a fully differentiable variant of the Gillespie algorithm as an approximate stochastic simulation scheme for complex chemical reaction networks, allowing kinetic ...

DNA methylation plays a fundamental role in regulating gene expression and maintaining genomic stability. Errors in methylation patterning result in impaired cellular function and abnormal gene ...

Central European Institute of Technology, Masaryk University, Kamenice 5, CZ-62500 Brno, Czech Republic National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kamenice 5, ...

During the peer-review process the editor and reviewers write an eLife assessment that summarises the significance of the findings reported in the article (on a scale ranging from landmark to useful) ...

The United Kingdom experienced its most extreme heatwave to date during late July 2022, with maximum air temperatures exceeding 40 °C recorded for the first time in history on July 19th. High ambient ...

Event based GRU was publised as a conference paper at ICLR 2023: Efficient recurrent architectures through activity sparsity and sparse back-propagation through time (notable-top-25%) ...

Classification approaches that allow to extract logical rules such as decision trees are often considered to be more interpretable than neural networks. Also, logical rules are comparatively easy to ...