activity
20142023
most citedSparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data

25 citations · 41 across the 7 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

math.NA2019

A convergent discretisation method for transition path theory for diffusion processes

Nada Cvetković, Tim Conrad, Han Cheng Lie

Transition path theory (TPT) for diffusion processes is a framework for analysing the transitions of multiscale ergodic diffusion processes between disjoint metastable subsets of s…

math.OC2019★ 7 cited

Learning chemical reaction networks from trajectory data

Wei Zhang, Stefan Klus, Tim Conrad +1

We develop a data-driven method to learn chemical reaction networks from trajectory data. Modeling the reaction system as a continuous-time Markov chain and assuming the system is…