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Integrative Biology and Predictive Analytics Group's Projects

chemostatmodel icon chemostatmodel

Predict and understand the growth dynamics of E. coli in long-term chemostat.

dairyml icon dairyml

Predict lactose content of various foods based on other nutritional information provided by ASA24 food recalls

deeppep icon deeppep

Deep proteome inference from peptide profiles

fodmapsandgutmicrobiome icon fodmapsandgutmicrobiome

A meta-analysis studying the interplay of dietary FODMAPs, gut microbiome and health in irritable bowel syndrome (IBS).

gnn icon gnn

Gene Neural Network (GNN)

kids icon kids

Knowledge Integration and Decision Support

love icon love

Learning Ontologies Via Embeddings

moma icon moma

Multi-Omics Modeling and Analytics

ocb icon ocb

Omics Compendium Builder

omms icon omms

Meal Design for Heterogeneous Glycan Content

opex icon opex

An optimal experimental design framework for accelerating knowledge discovery using gene expression data

pamdb icon pamdb

A Parts Database with Consensus Parameter Estimation for Synthetic Circuit Design

sbrome icon sbrome

Synthetic Biology Reusable Optimization Methodology

semiautomatedfoodkbc icon semiautomatedfoodkbc

Source code for "Semi-Automated Construction of Food Composition Knowledge Base." (Accepted by the 2nd AAAI AIAFS Workshop: https://arxiv.org/abs/2301.11322)

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

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