The research group uses methods from machine learning and the life sciences to understand how molecules interact to form complex systems, and how we can use these insights to engineer molecular systems for therapeutic applications.
We are currently focused on applying our computational tools to improving the understanding and design of multi-target therapeutic modalities like PROTACs and molecular glues, which require large networks of proteins to come together and cooperate for the desired therapeutic effect to occur. We are also working on the discovery of new materials, particularly focused on identifying alternatives to per- and polyfluoroalkyl substances (PFAS) in semiconductor manufacturing. We interact closely with leading academic and industrial groups in computational chemistry, bioinformatics, and computer science to tackle challenging questions at the interface of these fields.
The group is led by Dr. Rocío Mercado. More information about the research group can be found on the external research group page.
Members

Rocio Mercado
- Assistant Professor, Data Science and AI, Computer Science and Engineering

Rocio Mercado
- Assistant Professor, Data Science and AI, Computer Science and Engineering

Yossra Gharbi
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Yossra Gharbi
- Doctoral Student, Data Science and AI, Computer Science and Engineering
Télio Corentin Cropsal
- Doctoral Student, Data Science and AI, Computer Science and Engineering
Télio Corentin Cropsal
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Emma Granqvist
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Emma Granqvist
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Stefano Ribes
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Stefano Ribes
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Philip John Harrison

Philip John Harrison

Farzaneh Jalalypour
- Postdoc, Data Science and AI, Computer Science and Engineering

Farzaneh Jalalypour
- Postdoc, Data Science and AI, Computer Science and Engineering

Richard Beckmann
- Postdoc, Data Science and AI, Computer Science and Engineering

Richard Beckmann
- Postdoc, Data Science and AI, Computer Science and Engineering

Pablo Martinez Crespo
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Pablo Martinez Crespo
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Varvara Voinarovska
- Postdoc, Data Science and AI, Computer Science and Engineering

Varvara Voinarovska
- Postdoc, Data Science and AI, Computer Science and Engineering

Yaochen Rao
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Yaochen Rao
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Nils Dunlop
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Nils Dunlop
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Ioannis Savvas
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Ioannis Savvas
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Kevin George
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Kevin George
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Sofia Larsson
- Doctoral Student, Data Science and AI, Computer Science and Engineering

Sofia Larsson
- Doctoral Student, Data Science and AI, Computer Science and Engineering
Varun Ajith
- Doctoral Student, Data Science and AI, Computer Science and Engineering
Varun Ajith
- Doctoral Student, Data Science and AI, Computer Science and Engineering
