Stefano Ribes 🚀

Stefano Ribes 🚀

PhD student in applied AI for drug discovery and molecular design.

Publications

You can also find my articles on my Google Scholar profile.

Modeling PROTAC Degradation Activity with Machine Learning

Published in Artificial Intelligence in the Life Sciences, 2024

Open in GitHub Open In Colab Open in Spaces

In this work, we propose an efficient and open-source machine learning strategy to predict the degradation activity of PROteolysis TArgeting Chimeras (PROTACs).

Recommended citation: Ribes, S., Nittinger, E., Tyrchan, C., Mercado, R., "Modeling PROTAC degradation activity with machine learning", Artificial Intelligence in the Life Sciences 2024, link

Mapping Multiple LSTM Models on FPGAs

Published in International Conference on Field-Programmable Technology (ICFPT), 2020

Open in GitHub

This paper introduces a framework for accelerating multiple Long Short-Term Memory (LSTM) models onto FPGA devices.

Recommended citation: Ribes, S., Trancoso, P., Sourdis, I., Bouganis, C.S., "Mapping Multiple LSTM Models on FPGAs", ICFPT 2020, link