Software

DeepViscosity: DeepViscosity is an ensemble deep learning ANN model developed to predict high-concentration monoclonal antibody viscosity. [GitHub][Webapp] 

Celiac Informatics:  The app was built to predict the bioactivity of the molecule against transglutaminase 2, report essential features, evaluate the drug-likeness scores, and rank relative IC50 for active molecules. [Webapp] 

AbDev: AbDev is a comprehensive predictive model package designed for the analysis of 12 critical biophysical properties of mAbs.  [GitHub][Webapp] 

DeepSP: DeepSP is an antibody-specific surrogate CNN model that can generate 30 spatial properties of an antibody solely based on their sequences. [GitHub][Webapp] 

DeepSCM: A convolutional neural network model to predict spatial charge map (SCM) score, a molecular dynamics simulation-based model to predict antibody viscosity. [GitHub] 

MLMD: Machine Learning Models for Predicting Single-Value Thermodynamic Properties of Chemical Compounds. [Webapp]