Markus Kantner, Thomas Koprucki
Lasse Ermoneit, Lutz Mertenskötter
Uwe Bandelow, Patricio Farrell, Jürgen Fuhrmann, Mindaugas Radziunas, Burkhard Schmidt
The focus platform SemQuTech is part of the research groups Partial Differential Equations and Laser Dynamics. It contributes to the main application area Nano- and Optoelectronics in a joint activity with the research group Numerical Mathematics and Scientific Computing and the Leibniz-Group Numerical Methods for Innovative Semiconductor Devices.
The currently unfolding "second quantum revolution" aims at bringing semiconductor quantum technologies from the lab to real world applications. For the design of components for novel quantum sensors and quantum computing devices, new device-scale simulation approaches are required that go beyond traditional TCAD (technology computer-aided design) tools. Our goal is to combine theory of open quantum systems and modeling approaches from electrical engineering with methods from applied mathematics and to bring them into practice in collaboration with experimentalists and engineers. A particular focus in modeling is on the accurate treatment of noise and random perturbations, as these stochastic influences usually determine the fundamental limitations for quantum devices.
Simulation of Hardware Components of Semiconductor Quantum Computers
Spin-qubits in semiconductor quantum dots (QDs) are major candidates for the realization of universal quantum computers. Ongoing advances in the growth of isotopically purified SiGe heterostructures have enabled exceptionally long coherence times. The compatibility with industry standard fabrication technology opens up excellent prospects for scaling up SiGe quantum processors to very large numbers of qubits. Recently, small-scale SiGe QD-based quantum processors have been demonstrated, which execute one- and two-qubit logic gates as well as initialization and read-out operations with high fidelity using all-electrical control. Latest concepts for scalable architectures envision 2D qubit arrays interconnected by coherent quantum links to distribute entanglement over longer distances and to provide sufficient space for QD wiring and (classical) on-chip control electronics. We aim at modeling and simulation of a SiGe quantum bus for coherent qubit shuttling in realistic, multi-dimensional device geometries. Moreover, we seek to develop optimal control protocols for qubit shuttling in the presence of material and fabrication defects.
Collaborations: RWTH Aachen Universty, JARA-FIT Quantum Information, Leibniz Institute for Crystal Growth (IKZ) Berlin, TU Berlin, TU Munich
Stochastic Modeling of Narrow-Linewidth Semiconductor Lasers
Narrow-linewidth lasers are core elements of coherent communication systems, optical atomic clocks, matter-wave interferometers, ion-trap quantum computers and gravitational wave detectors. The spectral width of the emitted laser light is essentially determined by its frequency noise power spectral density (FN-PSD), that is influenced by numerous stochastic processes. The standard (Markovian) laser linewidth theory is restricted to Gaussian white noise (in particular spontaneous emission of photons into the laser mode), which predicts a spectrally flat FN-PSD that is associated with a Lorentzian lineshape and the so-called intrinsic linewidth. A more realistic description of ultra-narrow linewidth lasers, however, requires the inclusion of additional non-Markovian noise (1/f-type flicker noise) components to match the experimental observations. These colored noise processes lead to significant line broadening, but their modeling from first principles (i.e., quantum Langevin equations) is hardly accessible. We strive for a data-driven modeling approach to reconstruct a non-Markovian stochastic semiconductor laser model from experimental time series using data assimilation techniques. Based on improved stochastic models for semiconductor lasers, we aim to support the development of optimized diode lasers. Thereby, in addition to the spectral linewidth (high frequency stability), further key characteristics such as the wavelength tunability shall be improved.
Collaborations: Ferdinand-Braun-Institute Berlin, TU Berlin
Hybrid Quantum-Classical Modeling of Quantum-Light-Emitting Diodes
Quantum light sources are key elements of future secure communication networks and optical quantum computers, where single photons and entangled photon pairs are used as optical qubits for quantum information processing tasks. Semiconductor quantum dots have been identified as ideal optically active elements for such devices, as they are compatible with existing semiconductor technology and can be directly integrated into photonic resonators by standard manufacturing techniques. This allows to precisely tailor the electro-optical environment of the quantum dots in order to control the interaction of matter with light. In the interest of compactness and scalability, electrically driven devices are highly desirable for practical applications. On the step from basic research to a mature technology, device engineers will need new simulation tools, which combine classical device physics with cavity quantum electrodynamics. We develop novel hybrid quantum-classical modeling approaches, that self-consistently couple quantum master equations (open quantum systems) with macroscopic carrier transport equations. Our approach enables a comprehensive device-scale simulation of quantum light-emitting diodes, ranging from a spatially resolved description of carrier injection to a characterization of non-classical photon statistics.
Software packages: ddfermi
Collaborations: TU Berlin, Zuse Institute Berlin
- 2023-07-03 – Workshop on Nonlinear Dynamics in Semiconductor Lasers
We co-organize the workshop NDSL 2023 to be held on July 3–5 at WIAS. Lutz will give a talk on our activities in modeling of laser noise and estimation of laser linewidth on Tuesday.
- 2023-06-25 – Meet us at the World of Quantum / Laser World of Photonics Congress in Munich
We particpate in the World of Quantum 2023 and Laser World of Photonics Congress in Munich.
- 2023-06-17 – Lange Nacht der Wissenschaften / Long Night of Science
Lasse will present our activities at the Long Night of Science at the WIAS Booth in the Atrium of the Leibniz Association Headquarters. Click here for details.
- 2023-06-12 – International Workshop on Computational Nanotechnology
Our recent results on modeling of SiGe Spin Qubit Shuttles will be presented by Lasse at the IWCN 2023 in Barcelona.
- 2023-05-15 – Conference on Nonlinear Dynamics
Lutz will present our results on Bayesian methods for laser linewidth estimation at the CSNDD 2023 in Marrahech.
- 2023-05-12 – New Preprint
We submitted our preprint on Bayesian estimation of laser linewidth from delayed self-heterodyne measurements, which is now available on arXiv.
- 2023-04-27 – New Publication in Optics Express
Our paper on evaluation of delayed self-heterodyne laser linewidth measurements has appeared in Optics Express. We are grateful to MATH+ for the financial support.
- 2023-04-18 – Job Advertisement: Post-Doc Position
We are offering a Post-Doc postion for two years. See the job advertisement here.
- 2023-04-17 – Leibniz MMS Days 2023
Lasse has presented a poster on Device-Scale Simulation of a SiGe Quantum Bus for Coherent Spin-Qubit Shuttling at the Meeting of the Leibniz Network "Mathematical Modeling and Simulation" in Potsdam.
- 2023-04-03 – Visit to Einhoven
Markus has been invited by Oliver Tse for a visit at the Centre for Analysis, Scientific Computing and Applications (CASA), TU Eindhoven, to discuss modeling and optimal control of open quantum systems.
- 2023-04-01 – Start of MATH+ Project AA2-17
Today our new project AA2-17 within the Cluster of Excellence MATH+ starts together with Tobias Breiten (TU Berlin). The goal of the project is the modeling, simulation and optimal control of quantum bus shuttles for future quantum computers based on gate-defined semiconductor quantum dots. Our work is carried out in close collaboration with experimental physicists from JARA FIT Institute for Quantum Information and RWTH Aachen University.
- 2022-12-15 – New Preprint on Theory of Laser Linewidth Measurement
We have submitted a preprint on self-heterodyne laser linewidth measurement. Using parametric Wiener filters, we demonstrate how to extract the phase noise power spectral density from experimental time series data without any artifacts even at strong measurement noise levels.
- 2022-12-05 – Winter Quantum Networking
We have presented our research on the Winter Quantum Networking meeting of the Optics & Photonics Cluster Berlin-Brandenburg.
- 2022-09-13 – Project Approval
We are delighted to have acquired a new project AA2-17 on "Coherent Transport of Semiconductor Spin-Qubits: Modeling, Simulation and Optimal Control" in the MATH+ Cluster of Excellence together with Tobias Breiten (TU Berlin). The project will start in April 2023 and is devoted to modeling of qubit shuttles for quantum computers based on quantum dots in SiGe-heterostructures in cooperation with RWTH Aachen.
- 2022-09-12 – NUSOD 2022: Top 10 Paper
Lutz will present our work on data-driven modeling of non-Markovian stochastic laser dynamics and parameter estimation (Kalman filtering) at the NUSOD 2022 (online). We are proud that our contribution was ranked among the top ten submissions.
- 2022-09-04 – DPG Spring Meetings (Condensed Matter Section)
Our recent advances on modeling of SiGe-based quantum bus devices will be presented by Lasse at the DPG Spring Meeting of the Condensed Matter Section (Regensburg).
Projects in the Cluster of Excellence MATH+
MATH+ AA2-17: Coherent Transport of Semiconductor Spin-Qubits: Modeling, Simulation and Optimal Control
PIs: T. Breiten (TUB), M. Kantner (WIAS) and T. Koprucki (WIAS)
Staff: L. Ermoneit (WIAS)
Runtime: 04/2023 – 03/2026
MATH+ AA2-13: Data-Driven Stochastic Modeling of Semiconductor Lasers
PIs: U. Bandelow (WIAS), M. Kantner (WIAS), W. Stannat (TUB) and H. Wenzel (FBH)
Staff: L. Mertenskötter (WIAS)
Runtime: 01/2022 – 12/2024
MATH+ IN-7: Electronic Properties of Gate-Confined Quantum Dots in Si-Ge Heterostructures for Qubit Generation
PIs: T. Koprucki (WIAS), A. Mielke (WIAS), T. Boeck (IKZ) and O. Brandt (PDI)
Staff: O. Marquardt (WIAS)
Runtime: 01/2022 – 12/2022
Research & Development Projects
Simulation of External Cavity and Multi-Section Semiconductor Lasers
PIs: U. Bandelow (WIAS), M. Kantner (WIAS) and M. Radziunas (WIAS)
Funding: Ferdinand-Braun-Institute Berlin
Runtime: 01/2021 – 07/2021
- NDSL 2023: International Workshop on Nonlinear Dynamics in Semiconductor Lasers
Organizers: M. Kantner (WIAS), M. Radziunas (WIAS), A. G. Vladimirov (WIAS) and H. Wenzel (FBH)
Weierstrass Institute Berlin, 3–5 July 2023
- M. O'Donovan, P. Farrell, T. Streckenbach, T. Koprucki, and S. Schulz, "Multiscale simulations of uni-polar hole transport in (In,Ga)N quantum well systems," Opt. Quant. Electron. 54, 405 (2022)
- H. Wenzel, M. Kantner, M. Radziunas, and U. Bandelow, "Semiconductor laser linewidth theory revisited," Appl. Sci. 11, 6004 (2021)
- M. O'Donovan, D. Chaudhuri, T. Streckenbach, P. Farrell, S. Schulz, and T. Koprucki, "From atomistic tight-binding theory to macroscale drift-diffusion: Multiscale modeling and numerical simulation of uni-polar charge transport in (In,Ga)N devices with random fluctuations," J. Appl. Phys. 130, 065702 (2021)
- D. Chaudhuri, M. O'Donovan, T. Streckenbach, O. Marquardt, P. Farrell, S. K. Patra, T. Koprucki, and S. Schulz, "Multiscale simulations of the electronic structure of III-nitride quantum wells with varied indium content: Connecting atomistic and continuum-based models," J. Appl. Phys. 129, 073104 (2021)
- O. Marquardt, "Simulating the electronic properties of semiconductor nanostructures using multiband k∙p models," Comp. Mater. Sci. 194, 110318 (2021)
- M. Kantner, "Electrically driven quantum dot based single-photon sources: Modeling and simulation," Springer Theses, Springer Nature, Cham (2020)
- U. W. Pohl, A. Strittmatter, A. Schliwa, M. Lehmann, T. Niermann, T. Heindel, S. Reitzenstein, M. Kantner, U. Bandelow, T. Koprucki, and H.-J. Wünsche, "Stressor-induced site control of quantum dots for single-photon sources," in Semiconductor Nanophotonics, Chap. 3, Eds.: M. Kneissl, A. Knorr, S. Reitzenstein, and A. Hoffmann, pp. 53–90, Springer, Cham (2020)
- M. Kantner, T. Höhne, T. Koprucki, S. Burger, H.-J. Wünsche, F. Schmidt, A. Mielke, and U. Bandelow, "Multi-dimensional modeling and simulation of semiconductor nanophotonic devices," in Semiconductor Nanophotonics, Chap. 7, Eds.: M. Kneissl, A. Knorr, S. Reitzenstein, and A. Hoffmann, pp. 241–283, Springer, Cham (2020)
- S. Rodt, P.-I. Schneider, L. Zschiedrich, T. Heindel, S. Bounouar, M. Kantner, T. Koprucki, U. Bandelow, S. Burger, and S. Reitzenstein, "Deterministic quantum devices for optical quantum communication," in Semiconductor Nanophotonics, Chap. 8, Eds.: M. Kneissl, A. Knorr, S. Reitzenstein, and A. Hoffmann, pp. 285–359, Springer, Cham (2020)
- O. Marquardt, M. A. Caro, T. Koprucki, P. Mathé, and M. Willatzen, "Multiband k∙p model and fitting scheme for ab initio based electronic structure parameters for wurtzite GaAs," Phys. Rev. B. 101, 235147 (2020)
- M. Krüger, V. Z. Tronciu, A. Bawamia, C. Kürbis, M. Radziunas, H. Wenzel, A. Wicht, A. Peters, and G. Tränkle, "Improving the spectral performance of extended cavity diode lasers using angled-facet laser diode chips," Appl. Phys. B 125, 66 (2019)
- M. Kantner, "Hybrid modeling of quantum light emitting diodes: Self-consistent coupling of drift-diffusion, Schrödinger–Poisson, and quantum master equations," in Proc SPIE Photonics West: Physics and Simulation of Optoelectronic Devices XXVII 10912, 109120U (2019)
- M. Kantner, A. Mielke, M. Mittnenzweig, and N. Rotundo, "Mathematical modeling of semiconductors: From quantum mechanics to devices," in Topics in Applied Analysis and Optimisation: Partial Differential Equations, Stochastic and Numerical Analysis, Eds.: M. Hintermüller and J. F. Rodrigues, CIM Series in Mathematical Sciences, pp. 269–293, Springer, Cham, (2019)
- M. Kantner, M. Mittnenzweig, and T. Koprucki, "Hybrid quantum-classical modeling of quantum dot devices," Phys. Rev. B 96, 205301 (2017)
- M. Kantner and T. Koprucki, "Numerical simulation of carrier transport in semiconductor devices at cryogenic temperatures," Opt. Quantum. Electron. 48, 543 (2016)
- M. Kantner, U. Bandelow, T. Koprucki, J.-H. Schulze, A. Strittmatter, and H.-J. Wünsche, "Efficient current injection into single quantum dots through oxide-confined p-n-diodes," IEEE Trans. Electron Devices 63, 2036–2042 (2016)
- M. Ehrhardt and T. Koprucki, "Multi-band effective mass approximations – Advanced mathematical models and numerical techniques," Lecture Notes in Computational Science and Engineering, Vol. 94, Springer, Cham (2014)