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A general scheme to perform quantum simulations with for plane-wave and Wannier function based methods

Schultheis, Erik und Rehn, Alexander und Breuil, Gabriel (2024) A general scheme to perform quantum simulations with for plane-wave and Wannier function based methods. Symposium on Enhancing Electrochemistry with Quantum Computers, 2024-10-21 - 2024-10-22, Ulm.

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Kurzfassung

In the field of condensed matter chemistry, describing the hydrogen diffusion in materials remains a significant challenge.A precise computational characterization of electronic structures is essential to deepen our understanding of this process. Solving the Schrödinger equation to obtain ground-state properties presents exponential scaling challenges. Density Functional Theory (DFT) makes more feasible electronic structure calculations for many-body systems but it struggles with strongly correlated systems. Recent advancements in quantum computing offer potential solutions to overcome exponential scaling barriers. Despite progress, current quantum algorithms often exceed the capabilities of modern hardware, with deep circuits leading to errors and optimization challenges in large-scale problems. An alternative is to use hybrid quantum-classical algorithms which are based on the main advantages of both quantum and classical simulations to offset their weaknesses. Thus, we present an interface between Quantum ESPRESSO and Qiskit. Our workflow is a three steps method. The electronic structure of the crystal system is obtained by the use of the plane-wave based DFT software, Quantum ESPRESSO. We define an active space with the Kohn-Sham orbitals, calculate the one-electron and two-electron integrals for the active space, while the remaining electrons are approximated through the frozen core approximation. The ground-state Hamiltonian, built from the one and two-electron integrals, is then found using the VQE algorithm. It is widely known that plane-wave methods struggle in describing local properties such as defects. Using the software Wannier90, it is possible to project the Kohn-Sham plane-waves based orbital onto a basis set of Wannier orbitals. Thus, we enable writing the Hamiltonian in a Wannier orbitals basis set and performing a VQE ground-state search. This optimized approach promises to provide accurate descriptions of both the pristine alloy and, in subsequent stages, hydrogen diffusion.

elib-URL des Eintrags:https://elib.dlr.de/211238/
Dokumentart:Konferenzbeitrag (Poster)
Titel:A general scheme to perform quantum simulations with for plane-wave and Wannier function based methods
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Schultheis, ErikErik.Schultheis (at) dlr.dehttps://orcid.org/0009-0007-4728-7124NICHT SPEZIFIZIERT
Rehn, Alexanderalexander.rehn (at) dlr.dehttps://orcid.org/0000-0002-9058-4569NICHT SPEZIFIZIERT
Breuil, Gabrielgabriel.breuil (at) dlr.dehttps://orcid.org/0000-0001-9753-9384NICHT SPEZIFIZIERT
Datum:21 Oktober 2024
Referierte Publikation:Ja
Open Access:Nein
Gold Open Access:Nein
In SCOPUS:Nein
In ISI Web of Science:Nein
Status:veröffentlicht
Stichwörter:materials science, quantum computing, ab initio calculation
Veranstaltungstitel:Symposium on Enhancing Electrochemistry with Quantum Computers
Veranstaltungsort:Ulm
Veranstaltungsart:nationale Konferenz
Veranstaltungsbeginn:21 Oktober 2024
Veranstaltungsende:22 Oktober 2024
HGF - Forschungsbereich:keine Zuordnung
HGF - Programm:keine Zuordnung
HGF - Programmthema:keine Zuordnung
DLR - Schwerpunkt:Quantencomputing-Initiative
DLR - Forschungsgebiet:QC AW - Anwendungen
DLR - Teilgebiet (Projekt, Vorhaben):QC - QuantiCoM
Standort: Köln-Porz
Institute & Einrichtungen:Institut für Werkstoff-Forschung > Metallische und hybride Werkstoffe
Hinterlegt von: Breuil, Gabriel
Hinterlegt am:06 Jan 2025 09:40
Letzte Änderung:06 Jan 2025 09:40

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