SCT720, email@example.com, ext. 7031
Research field: Statistical physics and biophysics
Simulation study of spin models in two-dimensions (6 units)
In this project the student will perform Monte Carlo simulation of two-dimensional lattice spin models with advanced techniques such as entropic sampling and/or cluster algorithms. There is also opportunity to use deep-learning neural networks to analyze the dynamical patterns, or even design novel update schemes for efficient sampling.
Energy efficiency of the F1 biomolecular motor (3/6 units)
The F1/F0 ATP synthase is a reversal molecular motor which can either synthesize ATP or use ATP to perform mechanical work. The motor has been used as a model system to test and explore principles of nonequilibrium thermodynamics at the nanometer scale. In this project, the student will study and perform computer simulations of a stochastic model for the rotary motor, and investigate its energy conversion efficiency from chemical to mechanical form.
Bacterial chemotaxis (3/6 units)
Bacteria perform swim-and-tumble motion to sense their chemical environment and drift towards region of higher nutrient concentration and away from harmful chemicals. This phenomenon can be studied at various levels, from the sensing of individual molecules to the processing of the information inside the cell and onto the control of the cell motility machinery. In addition, communication channels between bacteria can be established and it is possible to modify the chemotaxis circuit to generate other types of group bahavior. In this project the student will learn about the chemotaxis system at various levels of detail and perform simulations of the system using appropriate models.