FRACTALS Resarch Group
Fair and Responsible Algorithms for Complex-systems, Therapeutics, Astrophysics and Life-Sciences
The FRACTALS Research Group is an interdisciplinary powerhouse that operate at the intersection of Bio-Medicine, Astrophysics , Complex Systems and High-Performance Computing (HPC), to solve the world’s most daunting computational challenges.
The Mission: Beyond the Black Box
In an era of opaque AI, we don’t just build models; we build trust. We believe that a scientific discovery is only as good as its transparency. FRACTALS stands for Fair and Responsible Algorithms—interpretable, mathematically sound, and ethically grounded frameworks designed to ensure that the computational revolution remains equitable and verifiable.
“FRACTALS is where the power of supercomputing meets the rigor of human ethics. We are decoding the future, one interpretable algorithm at a time.”
Research Pillars: Where Physics Meets Life
Our research is the thread that connects seemingly distant domains through the lens of Complex Systems:
- Therapeutics: Disrupting traditional Drug Discovery pipelines using interpretable AI to identify candidates and molecular targets faster and safer.
- Medicine: Developing advanced clinical diagnostics and precision healthcare models to translate complex data into life-saving patient outcomes.
- Astrophysics: Decoding the silent language of Cosmic Rays, transforming chaotic high-energy data into physical insights about our universe.
- Biological Systems: Mastering the non-linear dynamics that govern life, from intricate cellular networks to systemic health interactions.
The Triple-Core Academic Hub
FRACTALS is more than a Research Group; it is a collaborative ecosystem.
We have established a unique research corridor in Italy by uniting the specialized expertise of three leading institutions: Ca’ Foscari University of Venice, University of Milano-Bicocca, University of Bergamo. Our synergy is amplified by an extensive global network of international collaborations, ensuring that the future of science is not only accelerated by technology but remains transparent, ethical, and globally connected.