Search Results for author: Laurence Yang

Found 3 papers, 3 papers with code

Estimating Cellular Goals from High-Dimensional Biological Data

1 code implementation11 Jul 2018 Laurence Yang, Michael A. Saunders, Jean-Christophe Lachance, Bernhard O. Palsson, José Bento

The latter approach is important because often the known/observed biochemical reactions are not enough to explain observations, and hence there is a need to extend automatically the model complexity by learning new chemical reactions.

Vocal Bursts Intensity Prediction

GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs

1 code implementation29 Oct 2020 Hao Xu, Shengqi Sang, Peizhen Bai, Laurence Yang, Haiping Lu

Heterogeneous graph representation learning aims to learn low-dimensional vector representations of different types of entities and relations to empower downstream tasks.

Data Integration Graph Representation Learning +2

PROSO Toolbox: a unified protein-constrained genome-scale modelling framework for strain designing and optimization

1 code implementation28 Aug 2023 Haoyang Yao, Laurence Yang

The genome-scale metabolic model with protein constraint (PC-model) has been increasingly popular for microbial metabolic simulations.

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