
Natural sciences
 Applied mathematics in specific fields ^{ }
 Astronomy and space sciences ^{ }
 Classical physics ^{ }
 Materials physics ^{ }
 Mathematical physics ^{ }
 Quantum physics ^{ }
One of the major challenges in theoretical physics is the development of systematic methods for describing
and simulating quantum many body systems with strong interactions. Given the huge experimental progress
and technological potential in manipulating strongly correlated atoms and electrons, there is a pressing need
for such a better theory.
The study of quantum entanglement holds the promise of being a game changer for this question. By mapping
out the entanglement structure of the lowenergy wavefunctions of quantum spin systems on the lattice, the
prototypical example of strongly correlated systems, we have found that the associated wavefunctions can be
very well modelled by a novel class of variational wavefunctions, called tensor network states. Tensor
networks, and in particular matrix product states, projected entangled pair states and the multiscale
entanglement renormalization ansatz, are changing the ways in which strongly correlated systems can be
simulated, classified and understood: as opposed to the usual many body methods, these tensor networks are
generic and describe nonperturbative effects in a very natural way.
The goal of this proposal is to advance the scope and use of tensor networks in several directions, both from
the numerical and theoretical point of view. We plan to study the differential geometric character of the
manifold of tensor network states and the associated nonlinear differential equations of motion on it, develop
post tensor network methods in the form of effective theories on top of the tensor network vacuum, study
tensor networks in the context of lattice gauge theories and topologically ordered systems, and investigate the
novel insights that tensor networks are providing to the renormalization group and the holographic principle.
Colloquially, we believe that tensor networks and the theory of entanglement provide a basic new vocabulary
for describing strongly correlated quantum systems, and the main goal of this proposal is to develop the syntax
and semantics of that new language.