Overview
My particular specialization is in the field of computational physics where my research is located at the interface between condensed matter physics and computer science. Many interesting problems in condensed matter theory are connected with strong coupling and/or multiple energy scales and are therefore very hard to handle analytically. To gain deeper insights, and eventually get quantitative understanding, computational approaches are needed. Despite all the enduring progress in computer hardware, the success of brute force use of computer power is very limited - instead sophisticated algorithms are called for which exploit the physics of the problem in much more detail.
A major part of my research is devoted to the development, implementation and application of numerical methods for physical systems. Over the last years I have comprehensively used and further improved various computational methods including high-order strong coupling expansions, quantum Monte Carlo simulations, classical Monte Carlo simulations and exact diagonalization techniques. I implemented all these methods exploiting modern programming techniques such as object-oriented programming in C++, generic algorithms and standard libraries. I strive to facilitate the applicability of numerical methods across disciplines such as condensed matter theory, materials research, chemical engineering and quantum information processing.
The following sections give an overview of the major lines of my research in the past 3 to 5 years:
- Interacting anyons
- Exotic order
- Frustrated magnetism
- Optimized ensembles
- Ultracold atoms in optical lattices
- Open source codes for strongly correlated systems
- Collective excitations of quantum spin liquids
Interacting anyons
Two-dimensional topological quantum liquids harbor exotic quasiparticle excitations
which due to their unusual exchange statistics are referred to as anyons.
Interchanging two anyons may result in not only a fractional exchange phase, but may also
give rise to a unitary rotation of the original wave function in a degenerate ground-state
manifold.
This latter case of non-Abelian statistics is being studied in a variety of contexts such
as unconventional px + ipy superconductors, fractional quantum
Hall states, and proposals for topological quantum computation.
One line of my current research explores the rich physics that arises in systems of
interacting non-Abelian anyons. Probably the simplest scenario one can study
are one-dimensional systems such as the "golden chain" of interacting Fibonacci
anyons [1], which can be solved exactly,
and further modifications with competing interactions [2],
which exhibit a wide variety of collective states.
It turns out that these systems of interacting su(2)k degrees of freedom are quite
different from their conventional SU(2) counterparts with a topological symmetry stabilizing
their gapless ground states [1-3].
References
[1] A. Feiguin, S. Trebst, A. Ludwig, M. Troyer, A. Kitaev, Z. Wang, and M. Freedman,
Phys. Rev. Lett. 98, 160409 (2007).
[2] S. Trebst, E. Ardonne, A. Feiguin, D. A. Huse, A. W. W. Ludwig, M. Troyer,
Phys. Rev. Lett. 101, 050401 (2008).
[3] C. Gils, E. Ardonne, S. Trebst, A. W. W. Ludwig, M. Troyer, Z. Wang,
Phys. Rev. Lett. 103, 070401 (2009).
[4] Simon Trebst, Talk on
Interacting Anyons in Topological Quantum Liquids: Things Golden
Exotic order
Quantum spin liquids in two spatial dimensions can support exotic quantum states
of matter including gapped spin liquids with
topological order
and stable, gapless states with no topological structure often called "algebraic" or "critical"
spin liquids.
The stability of the ground-state degeneracy in gapped, topological quantum spin liquids is at the
heart of proposals to implement topological qubits that are protected from decoherence
caused by local fluctuations.
Recently, I have been studying two-dimensional quantum loop gases which are elementary examples
of such topological ground states with Abelian or non-Abelian anyonic excitations [1-3].
Abelian loop gases appear as ground states of local, gapped Hamiltonians such as the toric
code. While the origin of the ground-state degeneracy in a topological quantum liquid might
be subtle, these ground states (and their degeneracy) are rather stable and can only be
destroyed by local perturbations of the order of the microscopic exchange interactions
— making them as robust as an ordinary antiferromagnet [1].
Stabilizing a gapped, non-Abelian loop gas turns out to be a more challenging task, and
we could show that this will, in general, require non-local Hamiltonians
(or the realization of non-trivial inner products) [2].
Gapless spin liquids generically exhibit spin correlations that decay as a power law in
space and which can oscillate at particular wave vectors. One intriguing possibility is
that for 2D phases the spin correlations can exhibit singularities along surfaces in momentum
space. When restricting these phases to a quasi-one-dimensional geometry, e.g. by placing
the system onto an N-leg ladder, there should be distinctive signatures of this two-dimensional
behavior [4]. Characteristic of each parent 2D quantum liquid would be a precise
pattern of one-dimensional gapless modes on the N-leg ladder.
As a first step in this direction we have recently explored itinerant-boson models with a frustrating
ring-exchange interaction on the two-leg ladder and found compelling evidence for the existence
of an unusual strong-coupling phase, which can be understood as a descendant of a
two-dimensional d-wave-correlated Bose liquid (DBL) phase [4].
References
[1] Simon Trebst, Philipp Werner, Matthias Troyer, Kirill Shtengel, Chetan Nayak,
Phys. Rev. Lett. 98, 070602 (2007).
[2] Matthias Troyer, Simon Trebst, Kirill Shtengel, Chetan Nayak,
Phys. Rev. Lett. 101, 230401 (2008).
[3] Simon Trebst, Talk on
Breakdown of a topological phase: Quantum phase transition(s) in a loop gas with tension
[4] D. N. Sheng, Olexei I. Motrunich, Simon Trebst, Emanuel Gull, Matthew P.A. Fisher,
Phys. Rev. B 78, 054520 (2008).
Frustrated magnetism
The competition between different interactions that cannot be simultaneously satisfied is
often referred to as frustration — a familiar feature in many magnetic solids. Strong
frustration leads to highly degenerate ground states and a large suppression of ordering.
In collaboration with Leon Balents'
group I have investigated the physics of A-site diamond-lattice antiferromagnets appropriate
for numerous spinel materials [1,2]. Our model exhibits, for sufficiently
strong frustration, a massive ground-state degeneracy that develops amongst spirals whose
propagation wavevectors reside on a continuous two-dimensional 'spiral surface' in momentum
space. This gives rise to a broad fluctuating spin-liquid regime at higher temperatures,
the so-called spiral spin-liquid which takes its name from magnetic correlations that
reveal the underlying spiral surface despite the lack of any long-range order.
Our theoretical predictions seem to agree well with experimental observations for the spinel
MnSc2S4.
References
[1] Doron Bergman, Jason Alicea, Emanuel Gull, Simon Trebst, Leon Balents,
Nature Phys. 3, 487 (2007)
and cond-mat/0612001
[2] Simon Trebst, Talk on
Order by disorder and spiral spin liquids in frustrated diamond lattice antiferromagnets
Optimized ensembles
Competing phases or interactions in complex many-particle systems can result in free
energy barriers that strongly suppress thermal equilibration. Prominent examples of slowly
equilibrating systems are frustrated magnets, glasses or proteins. To study the equilibrium
behavior of such systems I have developed in collaboration with
David Huse
an adaptive Monte Carlo simulation technique that is capable to explore and overcome the
entropic barriers which cause the slow-down [1].
The algorithm systematically optimizes the simulated statistical ensemble in
broad-histogram Monte Carlo simulations by maximizing the round-trip rates between low and
high entropy states based on measurements of the local diffusivity. In contrast to
flat-histogram sampling techniques which recently have become very popular we demonstrated
that these optimized histogram methods do not suffer from a critical slowing down
[1,2].
For a number of applications we have recently shown that the simulation of an optimized
ensemble can speed up equilibration by orders of magnitude in systems which have long
relaxation times in conventional simulations such as low-energy configurations of
frustrated systems [1], dense Lennard-Jones liquids [3]
or quantum systems [4].
In an interdisciplinary project I have been studying the folding of small proteins [5].
It turns out that the state-of-the-art parallel tempering algorithm for these systems can
be significantly improved by applying our novel approach to optimize the simulated
temperature/replica set [6].
The adaptive optimization thereby reveals the multiple temperature scales governing the
folding process of a single protein and systematically reallocates computational resources
to the bottlenecks in the transition.
Our new algorithms have been met with some enthusiasm by the broader numerical community
and are now employed in a variety of fields beyond condensed matter physics, including
biological physics, chemical engineering, high-energy physics and probabilistic optimization.
For a short introductory review of the ensemble optimization techniques see references
[7,8].
References
[1] Simon Trebst, David A. Huse, Matthias Troyer,
Phys. Rev. E 70, 046701 (2004).
[2] P. Dayal, S. Trebst, S. Wessel, D. Würtz, M. Troyer, S. Sabhapandit, S. N. Coppersmith,
Phys. Rev. Lett. 92, 097201 (2004).
[3] Simon Trebst, Emanuel Gull, Matthias Troyer,
J. Chem. Phys. 123, 204501 (2005).
[4] S. Wessel, N. Stoop, E. Gull, S. Trebst, M. Troyer,
J. Stat. Mech. P12005 (2007).
[5] Simon Trebst, Matthias Troyer, Ulrich H. E. Hansmann,
J. Chem. Phys. 124, 174903 (2006).
[6] H.G. Katzgraber, S. Trebst, D.A. Huse, M. Troyer,
J. Stat. Mech. P03018 (2006).
[7] Simon Trebst et al.,
"Computer Simulation Studies in Condensed Matter Physics XIX";
Springer Proceedings in Physics, Volume 115 (2007).
[8] Simon Trebst, Talk on
Optimized statistical ensembles
Ultracold atoms in optical lattices
In 1982 Richard Feynman formulated the pioneering idea that one quantum system could be
simulated by another quantum system. A well-controlled implementation of such a quantum
simulator would constitute a first milestone towards quantum computation. The first
physical realization of a quantum simulator has recently been demonstrated by experiments
that confine ultracold atoms in optical lattices. These experiments allow to widely tune
the quantum mechanical interactions between individual atoms thereby allowing an
unprecedented control of a quantum mechanical many-body system.
In a current line of research I use computer simulations to guide experiments on how to
prepare and manipulate these quantum simulators. While the physics of interacting bosonic
atoms is well understood theoretically and validated both by numerical and experimental
simulations, the simulation of ultracold fermionic atoms holds promise to shed light on
intriguing quantum phenomena occurring in electron systems which still elude a theoretical
description such as high-temperature superconductivity. In collaboration with
Peter Zoller
I have studied how one can adiabatically prepare d-wave resonating valence bond
states of fermionic atoms in two-dimensional optical lattices [1].
Ultimately, we believe that such an experimental setup will answer the open question whether
the Hubbard model is sufficient to model d-wave superconductivity in cuprate
superconductors.
References
[1] Simon Trebst, Ulrich Schollwöck, Matthias Troyer, Peter Zoller,
Phys. Rev. Lett. 96, 250402 (2006).
[2] Andreas Läuchli, Guido Schmid, Simon Trebst,
Phys. Rev. B 74, 144426 (2006).
Open source codes for strongly correlated systems
Unlike in other physics communities, there have been no high-performance "community codes"
available to study strongly correlated quantum systems. I strongly believe that
implementations of numerical methods should be publicly available to the physics community
as open source codes.
As a common framework to integrate and publish codes for numerical
simulations of strongly correlated systems we have launched the
ALPS project
(Algorithms and Libraries for Physics Simulations)
which is currently maintained by an international collaboration
of researchers [1-3].
Besides contributing implementations of several applications and basic libraries - most
notably the worm algorithm for continuous-time quantum Monte Carlo simulations
[4] - I co-organized a series of workshops where the ALPS project was
founded. On the ALPS webpages you can find a description of my
ongoing and past
projects.
References
[1] F. Alet et al. (ALPS collaboration),
J. Phys. Soc. Jpn. Suppl. 74, 30 (2005).
[2] A. F. Albuquerque et al. (ALPS collaboration),
J. Magn. Mag. Mat. 310, 1187 (2007).
[3] Simon Trebst, Talk on
The ALPS Project: Open Source Software for Quantum Lattice Models
[4] Simon Trebst, Talk on
The worm algorithm
[5] Simon Trebst, Talk on
Series expansions for Quantum Lattice Models
Collective excitations of quantum spin liquids
Since my PhD with
Hartmut Monien
I have been working with strong coupling cluster expansions [1,2].
At the time, we expanded the technique to study multiparticle scattering of dressed
excitations such as triplons in spin-1/2 quantum antiferromagnets [3].
These perturbative expansions allow for the first time to quantitatively study the
appearance of bound states and continua in strongly correlated systems [4,5].
These collective states exhibit clear experimental signatures in neutron
scattering experiments or optical spectroscopy such as Raman scattering and infrared
absorption. The theoretical predictions work best for materials that form quantum spin
liquids such as spin ladder compounds for which we actually predicted a bound state that
was later observed experimentally. From the computational perspective, I provided a major
improvement over existing codes by developing a C++ library to efficiently handle, enumerate
and topologically classify the underlying clusters.
I collaborated with Anirvan Sengupta
and Girsh Blumberg to describe the rich Raman spectrum of the transition metal oxid
alpha-NaV2O5 which undergoes a phase transition at 34 Kelvin to
a charge ordered spin liquid phase. We have used strong coupling series expansions to
classify a variety of possible charge orderings on the underlying quarter-filled trellis
lattice [6]. Thereby we could identify the actual zig-zag charge ordering
and assign all magnetic excitations in the low temperature phase as single triplon or
two-triplon bound states.
References
[1] Simon Trebst, Bound states in strongly correlated magnetic and electronic systems
PhD thesis, Bonn University (2002)
[2] Simon Trebst, Talk on
Series expansions for Quantum Lattice Models
[3] S. Trebst, H. Monien, C.J. Hamer, Z. Weihong, R.R.P. Singh,
Phys. Rev. Lett. 85, 4373 (2000).
[4] Z. Weihong, C.J. Hamer, R.R.P. Singh, S. Trebst, H. Monien,
Phys. Rev. B 63, 144410 (2001).
[5] Z. Weihong, C.J. Hamer, R.R.P. Singh, S. Trebst, H. Monien,
Phys. Rev. B 63, 144411 (2001).
[6] Simon Trebst and Anirvan Sengupta,
Phys. Rev. B 62, R14613 (2000).