Exploring Topological Quantum Critical Points

A recent study published in Physical Review Letters predicted the existence of a new state of matter: quantum critical points with topological properties occurring in the paradigmatic strongly-correlated extended Bose-Hubbard model.

Condensed Matter Physics and Topological Phases

Condensed matter physics deals with systems of many interacting particles which can be in different phases of matter. One of the main achievements of the last century was the development of the Ginzburg-Landau theory, which allows to the classification of distinctive phases by means of local order parameters. Nevertheless, in the last decades, a new class of states of matter escaping this paradigm has been discovered: The topological phases.

Research and Challenges in Topological Insulators

The research on topological insulators reached its first peak in 1997 when Altland and Zirnbauern classified all the possible topological phases of non-interacting systems by means of symmetry arguments. Despite this seminal classification shedding light on many novel features of quantum matter, it is essential to acknowledge that the comprehensive understanding of topological phases remains an ongoing endeavor, with further investigations poised to refine and expand upon the existing framework.

Quantum Critical Points: Recent Discoveries and Proposals

In a recent article published in Physical Review Letters, a team of researchers revealed that interacting processes can lead to topological properties persisting at the specific points delineating the boundaries between two distinct phases, thus providing compelling evidence for the existence of topological quantum critical points. This seminal discovery not only enriches our understanding of quantum dynamics but also underscores the profound interconnectedness between topology and the intricate fabric of quantum phenomena, offering tantalizing prospects for future research avenues to explore.

A team of OPTOlogic researchers describes in Nature Quantum Materials a technique to probe the orbital texture of a metal using photoemission spectroscopy.

In the article, published in the journal Nature Quantum Materials, researchers from the Fritz Haber Institute of the Max Planck Society, together with researchers from the University of Bordeaux, the SLAC National Accelerator Laboratory, the University of Würzburg, the New Technologies Research Center of the University of West Bohemia and the Institute for Optics and Atomic Physics of the Technical University of Berlin, describe how to access the orbital texture – the momentum-dependent orbital character of crystalline solids – using novel a measurement method in photoemission spectroscopy.

Researchers also went through some of their latest publications. So far, the consortium members have published more than ten publications in peer-reviewed journals and have several in preprint. This is a remarkable achievement, considering that the project has been ongoing for about six months.

Samuel Beaulieu, the first author of the study, explains, “During my postdoc with Prof. Ralph Ernstorfer, I started to investigate the electronic structure of 2D materials using angle-resolved photoemission spectroscopy. I had the intuition that measuring the modulation of the photoemission intensity upon a specific crystal rotation could give us insight beyond the band structure”.

Using multidimensional photoemission spectroscopy

Angle-resolved photoemission spectroscopy (ARPES) is an experimental technique that allows measuring the momentum-resolved energy bands in crystalline solids. In this method, the electrons inside a solid absorb a photon with larger energy than the material’s work function and escape into the vacuum. A key aspect of this technique is that the energy- and momentum-dependence of the photoemission signal is proportional to the single-particle spectral function, giving key information about the many-body interactions inside the material.

In addition to being sensitive to the spectral function, the ARPES signal is modulated by the so-called matrix element effects, which encode information about the orbitals forming the energy bands. However, being a complex quantity, extracting information about orbitals from matrix element effects is not a trivial task.

Novel Techniques and Findings in Orbital Texture

First, the team used extreme ultraviolet angle-resolved photoemission spectroscopy, allowing us to access 3D photoemission intensities, resolved in energy and both momentum components of the electrons. In addition, they measured the photoemission intensity modulation upon sample rotation – a procedure that they recently developed- which allowed them to disentangle signatures of the orbital texture of a layered 2D metal (1T-TiTe2).

Then, to strengthen the robustness of the results, they compared the experimental measurements with the theoretical calculations performed by two theory research groups, which used two complementary approaches. The synergy between the novel experimental approach and these state-of-the-art theoretical calculations allowed linking the orbital texture of the material and the measured angle-resolved photoemission intensity modulation upon sample rotation.

The results represent a significant step towards moving from the typical band structure mapping to accessing the electronic wave function and the orbital texture of solids. In the future, this methodology could be used to investigate the ultrafast non-equilibrium modification of the orbital texture upon photoexciting materials using ultrashort light flashes.

“Our discovery could be used to generate very precise knowledge about the non-equilibrium behavior of nature, specifically quantum materials, upon absorption of light. Because light-matter interaction governs a great number of devices in our everyday life, who knows, maybe our discovery could one day have an impact on everyday life”, comments Beaulieu.

Cited article: Beaulieu, S., Schüler, M., Schusser, J. et al. Unveiling the orbital texture of 1T-TiTe2 using intrinsic linear dichroism in multidimensional photoemission spectroscopynpj Quantum Mater. 6, 93 (2021). https://doi.org/10.1038/s41535-021-00398-3

Intertwining quantum and particle physics

An international team of theoretical researchers provides a thorough overview of quantum physics and its introduction to particle physics.

Advancements in Quantum Simulation: Exploring Many-Body Phenomena

In recent decades, researchers have made amazing progress in isolating and manipulating individual quantum systems and studying quantum many-body phenomena in depth, achieving outstanding results and achievements in the field.

The Significance of Quantum Simulators

Quantum simulators, one of the pillars of quantum technologies, constitute a specific branch of quantum computing. While quantum computing deals with more generalized computing processing problems, quantum simulators tend to tackle specific problems to find particular solutions.

Exploring Complex Quantum Systems

Moreover, quantum simulators now offer the possibility of gathering information to understand and simulate many-body systems in condensed matter physics and even high-energy physics. Furthermore, by learning about complex quantum systems that are either inaccessible to experiments or cannot be approached using standard analytical or numerical methods, quantum simulators have opened new avenues of exploration. To study these systems, simulators use superconducting circuits, ultracold atoms, trapped ions, Rydberg atoms, and photonic systems, among others, to mimic these systems and understand, describe, and model them.

A Collaborative Endeavor: Quantum Simulations of Lattice Gauge Theory

In a recent review paper published in Philosophical Transactions A, a team of researchers from ICFO, Ludwig Maximilians University, Universidad Complutense de Madrid, Jagiellonian University, Adam Mickiewicz University, Swansea University, Universität Heidelberg, Johannes Gutenberg-Universität, Vilnius University, Capital Normal University, Forschungszentrum Jülich, University of Cologne, UAM/CSIC, ICCUB-University of Barcelona, SISSA, University of Innsbruck, IQOQI, and the Hebrew University of Jerusalem has collaborated to provide an overview of quantum simulations of lattice gauge theory. They aim to enrich the understanding of quantum many-body physics in general and delve into the world of particle and nuclear physics in particular, showing the state-of-the-art in these fields and future perspectives for applications.

Novel Approaches in Lattice Field Theories

More importantly, the researchers introduce a novel approach to lattice field theories by taking the most commonly used theoretical models in gauge theory and replacing their fermionic matter (electrons, protons, neutrons, etc.) with bosonic matter (photons, mesons, etc.) since theorists have realized that these latter elements are more accessible and easier to manipulate for experimentalists.

Recent Advances and Future Directions

Moreover, within the paper, they highlight recent achievements in physics by reviewing the bosonic model of Schwinger. Additionally, they delve into how ultra-cold atoms can explore interesting strongly correlated phenomena related to condensed matter and high-energy physics. Furthermore, they also focus on recent advances in the field of quantum simulators and the different platforms used in tabletop experiments. These platforms include trapped ions, ultracold atoms, or superconducting qubits, allowing the study of isolated many-particle dynamics in real-time. Moreover, they emphasize measuring higher-order correlations and entanglement as key elements in understanding these systems.

As ICREA Prof. at ICFO Maciej Lewenstein points out,

“By employing atomic systems such as ultracold atoms in optical lattices, an enormous range of paradigmatic models from condensed-matter and high-energy physics are being currently studied using table-top experiments. This is turning Feynman’s idea of a quantum simulator into a reality”.

Cited article: Aidelsburger Monika, Barbiero Luca, Bermudez Alejandro, Chanda Titas, Dauphin Alexandre, González-Cuadra Daniel, Grzybowski Przemysław R., Hands Simon, Jendrzejewski Fred, Jünemann Johannes, Juzeliūnas Gediminas, Kasper Valentin, Piga Angelo, Ran Shi-Ju, Rizzi Matteo, Sierra Germán, Tagliacozzo Luca, Tirrito Emanuele, Zache Torsten V., Zakrzewski Jakub, Zohar Erez and Lewenstein Maciej. Cold atoms meet lattice gauge theory 2021, Phil. Trans. R. Soc. A. 380: 2021006420210064

In a study recently published in Communications Chemistry, researchers from ICFO and partners of OPTOlogic report on a newly-developed machine learning algorithm for LIED to extract the three-dimensional structure of large and complex molecules.

Revolutionary Discovery: Visualizing Molecular Transformation

Until very recently, the very idea of witnessing how molecules break or transform during chemical reactions was unfathomable. However, in 2016, researchers from ICFO achieved a breakthrough by developing mid-IR-driven laser-induced electron diffraction (LIED) with kinematic coincidence detection. This groundbreaking technique enabled them to image the position of each atom within a single molecule using one of its own electrons. The remarkable picometer spatial and attosecond temporal resolution achieved through LIED allowed them to actually image and track the molecular bond breakup in acetylene (C2H2) a mere nine femtoseconds after its ionization, a method they aptly coined as the “molecular selfie”.

Application of LIED to Small Molecules: A Glimpse into the Molecular World

Initially, applying the LIED technique to capture snapshots of small gas-phase molecules proved to be an immensely powerful tool for understanding the intricate interactions of molecules, revealing how they react, change, break, and bend. Nevertheless, extending this technique to more complex molecular structures posed a significant challenge. As the size of the molecule increases, so does the difficulty of structural retrieval. Consequently, it becomes necessary to calculate thousands of molecular configurations for all possible orientations, a task that could take an impractical amount of time.

In a recent study published in Chemistry Communications, ICFO researcher Xinyao LiuKasra Amini, Aurelien SanchezBlanca Belsa, Tobias Steinle, led by led by ICREA Professor at ICFO Jens Biegert, report on a solution to this problem with a newly-developed machine learning algorithm for LIED to extract the three-dimensional structure of large and complex molecules in their experiment, the team of researchers developed a machine learning model and combined it with a Convolutional Neural Network (CNN) algorithm which, according to the researchers, is “well suited for problems in image recognitions to identified subtle features from an image at a different level of complexity similar to a human brain”. Using the CNN-ML framework, the pre-calculated database of configurations could be drastically reduced to unambiguously identify a complex chiral molecular structure such as the Fenchone molecule.

Importancia del Avance: Determinación Eficiente de Estructuras Moleculares 3D

This result is of major importance because being able to calculate the 3D molecular structure of complex molecules with the sufficient structural resolution has been, so far, a very difficult challenge to overcome. This study is a major step forward in this field, where the combination of LIED, machine learning and CNN network, have not only shown that they can predict and determine the structure of these large molecules but also do it within a completely reasonable computing processing time.


Cited article:  A. Sanchez, K. Amini, S.-J. Wang, T. Steinle, B. Belsa, J. Danek, A. T. Le, X. Liu, R. Moshammer, T. Pfeifer, M. Richter, J. Ullrich, S. Gräfe, C. D. Lin & J. Biegert. Molecular structure retrieval directly from laboratory-frame photoelectron spectra in laser-induced electron diffraction Communications Chemistry volume 12, Article number: 1520 (2021).

anomalous diffusion analysis

The study analyzes the results of a community effort and determines that machine learning greatly improves the estimation of the properties of diffusing particles.

Extending Brownian Motion and Connecting to Complex Systems

Since Albert Einstein provided a theoretical foundation for Robert Brown’s observation of the erratic or unpredictable movement of microscopic particles suspended within pollen grains, researchers have uncovered significant new findings that deviate quite a bit from the laws of Brownian motion in a variety of animate and inanimate systems, from biology to the stock market.

Anomalous diffusion, as scientists call it, extends the concept of Brownian motion and connects to disordered systems, non-equilibrium phenomena, flows of energy and information, and transport in living systems.

Machine Learning Revolutionizes Anomalous Diffusion Analysis: Real-World Tools Evaluated

Researchers have developed several methods for detecting the occurrence of anomalous diffusion using classical statistics. However, in the last years, the booming of machine learning has boosted the development of data-based methods to characterize anomalous diffusion from single trajectories, providing more refined tools for this problem.

Now, a group of scientists led by researchers from the University of Vic – Central University of Catalunya (Uvic-UCC) together with Optologic researcher Maciej Lewenstein in collaboration with colleagues from ICFO, the University of Gothenburg, the University of Potsdam, and the Universitat Politècnica de València, has provided the first assessment of conventional and novel methods for quantifying anomalous diffusion in a variety of realistic conditions through a community-based effort. The results of the assessment have been recently published in Nature Communications.

AnDi Challenge Spurs Research on Anomalous Diffusion

During the past year, the researchers launched an open competition to benchmark existing methods and to spur the invention of new approaches. The Anomalous Diffusion (AnDi) Challenge brought together a vibrating and multidisciplinary community of scientists working on this problem, involving more than 30 participants from 22 institutions and 11 countries. Ultimately, the analysis of the results obtained on a reference dataset provided an objective assessment of the performance of methods to characterize anomalous diffusion from single trajectories for three specific tasks: anomalous exponent inference, model classification, and trajectory segmentation.

In conclusion, this research not only definitively contributes to the definition of a diverse palette of tools and measures, but it also has the potential for these tools to become standard methods for the analysis of trajectories across a wide range of experiments, from the intricacies of atomic physics to the complexities of ecology. Furthermore, the outcome of this study reinforces the fundamental importance of community-based efforts in the pursuit of scientific advancement. Overall, this collaborative approach is instrumental in fostering progress and innovation within the scientific community.


Cited article: Muñoz-Gil et al. Objective comparison of methods to decode anomalous diffusion. Nature Communications on October 29, 2021. doi: 10.1038/s41467-021-26320-w

optical-schrodingers-cat

In a theoretical and experimental study published in Nature Physics, an international team of researchers demonstrates the generation of highly non-classical states of light in intense laser–atom interactions.

Advances in Laser Technology and Light-Matter Interaction

Over the past four decades, astounding advances have been made in the field of laser technologies and the understanding of light-matter interactions in the non-linear regime. Consequently, scientists have been able to carry out extremely complex experiments related to, for example, ultra-fast light pulses in the visible and infrared range. Furthermore, they have accomplished crucial milestones such as using a molecule’s own electrons to image its structure, to see how it rearranges and vibrates or breaks apart during a chemical reaction.

The development of high-power lasers allowed scientists to study the physics of ultra-intense laser-matter interactions which, in its standard version, treats ultra-strong ultra-short driving laser pulses only from a classical point of view. The famous theory coined as the “simple man’s model” or the “three-step model” – which had its 25th anniversary in 2019 – dealt with the interaction of an electron with its parent nucleus sitting in a strong laser field environment, and elegantly described it according to classical and quantum processes. However, due to the fact that these laser pulses are highly coherent and contain huge numbers of photons, the description of the interaction in the strong field has so far been incomplete, because it treated the atomic system in a quantum way but the electromagnetic field in a classical way.

Generation of Non-Classical States of Light through Intense Laser-Atom Interactions

In the current landscape, the description of the most relevant processes in ultra-intense laser-matter physics, such as high-harmonic generation, above-threshold ionization, laser-induced electron diffraction, and sequential and non-sequential multi-electron ionization, often overlooks the quantum-fluctuation effects of the laser electric field, let alone the magnetic fields. Nevertheless, the quantum nature of the entire electromagnetic field is inherently present in these processes. Consequently, a natural question arises: does this quantum nature manifest itself in observable ways? Furthermore, under what specific circumstances does this manifestation occur?

In the recent study published in Nature Physics, OPTOlogic researchers at ICFO led by ICREA Prof. Maciej Lewenstein, Max Born Institute in Berlin, in collaboration with the PhD researcher Theocharis Lamprou, led by the Research Director Paraskevas Tzallas, from FORTH, have reported on the theoretical and experimental demonstration that intense laser–atom interactions may lead to the generation of highly non-classical states of light.

Researchers obtained such results by using high-harmonic generation in atoms, where they up-convert large numbers of photons from an infrared driving laser pulse into higher-frequency photons in the extreme ultraviolet spectral range. The quantum electrodynamical theory formulated in this study predicts that a coherent initial state of the driving laser remains coherent but experiences an amplitude shift after interacting with the atomic medium.

Similarly, the harmonic modes’ quantum states become coherent with small coherent amplitudes. However, researchers can condition the driving laser pulse’s quantum state to account for this interaction, transforming it into an optical Schrödinger cat state. This state represents a quantum superposition of two distinct coherent states of light: the initial laser state and the amplitude-reduced coherent state resulting from the interaction with the atoms.

Experimental Verification and Future Implications of Non-Classical Light States

The researchers experimentally accessed the full quantum state of this laser pulse using quantum state tomography. This process requires a coherent reduction of the light’s amplitude to only a few photons on average before measuring all quantum properties of the state.

The results of this study pave the way for investigations into controlling non-classical states of ultra-intense light and exploiting conditioning approaches on physical processes relevant to high-harmonic generation. This research will hopefully create a novel and unexpected link between ultra-intense laser-matter physics, attoscience, quantum information science, and quantum technologies.


Cited article: M. Lewenstein, M. F. Ciappina, E. Pisanty, J. Rivera-Dean, P. Stammer, Th. Lamprou and P. Tzallas.  Generation of optical Schrödinger “cat” states in intense laser-matter interactions, Nature Physics, 2021.

air lasing, attosecond spectroscopy

Prof. Misha Ivanov from MBI will participate in the QuantumBattles Attofridays seminar series with the talk “Lasing during laser filamentation in the air: how does it work?”, where he will talk about the physics of air lasing, forbidden transitions, lasing without inversion, and real population inversion.

 

More info about AttoFridays: https://www.quantumbattles.com/attofridayshome.html

 

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air lasing, attosecond spectroscopy

Prof. Jens Biegert from ICFO will participate in the QuantumBattles Attofridays seminar series with the talk “Energy Conversion Pathways in solids from Attosecond Soft X-ray Spectroscopy”, where he discusses the semimetal graphite and how the combination of our new measurement methodology with theoretical modeling allows assigning the spectroscopic signatures to microscopic processes relating to the dynamic evolution of electrons, holes and phonon modes of the material.

 

More info about AttoFridays: https://www.quantumbattles.com/attofridaysprogram.html

general assembly