D4

D4 proposes the use of state-of-the-art Deep Learning methods to tackle the challenges identified on each of the initial stages of the drug discovery pipeline.The main contribution of this project is the creation of an improved computational pipeline that uses Deep Learning architectures to support the drug discovery process. The pipeline will be implemented within a framework that will be available to the community. Both the final platform and the computational methods, will be validated with the close collaboration of the industrial partner, which will apply it to develop novel therapeutics for neurodegenerative amyloid diseases.