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Research


Topomechanics

Topomechanics

Metamaterials are artificially designed materials which possess properties that go beyond those of their building blocks. In particular, mechanical metamaterials are used for the controlled manipulation of sound waves that travel through a medium. In our research we concentrate on the transfer of ideas and know-how from the study of low-temperature electronic phenomena, such as topological insulators, to the arena of classical mechanical systems.
Topological metamaterials


Learning physics

Driven-dissipative many-body physics

We use machine learning to bring physical model buidling a step further. We believe that by formulating the scientific method in a way that is amenable to an automated learning process, we will be able to tackle problems that are intractable today. We use a variety of methods ranging from pure information theory over deep convolutional networks to tools from reinforcement learning to further our understanding of complex phases of matter.  

Learning physics


Correlations and flat bands

Flat bands

Strong correlation effects can arise from a variety of sources. Our expertise lies in the study of systems with flat Bloch bands: systems where already individual particles behave fundamentally different from what we are used to. Our research spans from the investigation of the fate of Bose Einstein condensation on frustrated lattices over the description of topology-induced superconductivity on flat bands to the study of strongly inteacting quantum magnets.
Correlations and flat bands


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