JuliaCon 2026

Christian Sustay Martinez

Hello everyone!

My name is Christian Sustay and I am currently a PhD student at the Technical University of Munich in the group for Theoretical Biophysics - Molecular Dynamics.

Interests

At the moment I am mostley interested in
- Enhanced sampling techniques
- DNA interactions and deformation
- Statistical mechanics for biomolecules

Programming Languages

For the most part, I carry out my work using Python and Julia.

Contact Info

If you are interested in anything of what I do, please feel free to contact me at christian.sustay@tum.de.


Session

08-13
11:00
15min
Modeling Indirect Readout through DNA Deformation Free Energies in Julia
Christian Sustay Martinez

Protein-DNA binding can depend on sequence changes even outside direct complex contact regions. While an MD-based protocol can capture this indirect readout with high correlation to experiment, its cost limits large-scale use. We present a Julia package to estimate DNA deformation free energies with practical analytical models optimized from simulation trajectories. These models aim to explain these affinity differences at much lower cost, enabling broader screening or sequence optimization.

Julia for Biology and Biology for Julia
Room 4