output
20122022
most citedFast Reconstruction of Compact Context-Specific Metabolic Network Models

289 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2018Show all

4 papers · 1 filter

eess.SY2018★ 197 cited

Data-driven Discovery of Cyber-Physical Systems

Ye Yuan, Xiuchuan Tang, Wei Pan +5

Cyber-physical systems (CPSs) embed software into the physical world. They appear in a wide range of applications such as smart grids, robotics, intelligent manufacture and medical…

math.OC2018★ 75 cited

Continuous time Gaussian process dynamical models in gene regulatory network inference

Atte Aalto, Lauri Viitasaari, Pauliina Ilmonen +2

One of the focus areas of modern scientific research is to reveal mysteries related to genes and their interactions. The dynamic interactions between genes can be encoded into a ge…

eess.SY2018

An Approach to Sparse Continuous-time System Identification from Unevenly Sampled Data

Rui Teixeira Ribeiro, Alexandre Mauroy, Jorge Goncalves

In this work, we address the problem of identifying sparse continuous-time dynamical systems when the spacing between successive samples (the sampling period) is not constant over…

stat.ME2018★ 2 cited

Bayesian variable selection in linear dynamical systems

Atte Aalto, Jorge Goncalves

We develop a method for reconstructing regulatory interconnection networks between variables evolving according to a linear dynamical system. The work is motivated by the problem o…