How to fit mechanistic models to omics-data while accounting for molecular stochasticity ? We present Probability Flow Inference (PFI), a flexible approach to infer diffusion processes with stochasticities of arbitrary nature from cross-sectional data.
arxiv.org/pdf/2410.07501…
🔎Have a look at the @Sca_DS Summer School 2024 speakers in the field of Earth and Environmental Sciences and AI. We are pleased to welcome:
Prof. Jonathan Bedford, @lilybellesweet, @JosefineUmlauft, Dr. Christopher W. Johnson and Dr. Willy Schimmel.
👉scads.ai/education/summ…
Have you ever done a dense grid search over neural network hyperparameters? Like a *really dense* grid search? It looks like this (!!). Blueish colors correspond to hyperparameters for which training converges, redish colors to hyperparameters for which training diverges.
🎉 The EMBO Workshop Physics of Living Systems rocked the beginning of July! Brilliant minds converged to spark ideas and create a buzz in the field! Let's relive the excitement of that amazing atmosphere, thanks @tudresden_de for the video
youtu.be/w9Qx3NPbctI
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