CCP Flagship: Quasiparticle Self-Consistent GW for Next-Generation Electronic Structure

Lead Research Organisation: King's College London
Department Name: Physics

Abstract

The engineering of materials to do new things, or take existing functionality and make it better, is the primary means by which society benefits from technology. The great majority of technological applications exploit some materials property that depends on how electrons interact with themselves and nuclei. How electrons behave, or the ``Electronic Structure'' is the key to understanding properties of materials at their most fundamental level. Electronic structure is a shorthand for what happens to electrons as a result of their interaction with other particles. We are able to understand and explain it by solving the fundamental equations of motion of quantum theory.

Until fairly recently direct solutions of these equations were too difficult, and most research was built around phenomenological models. The situation began to change, gradually at first, but over the past 20 years or so has become a veritable flood: approximations have evolved that solve the fundamental equations quite generally ab initio, meaning from first principles without reference to models or experimental input. It is a very important, but little known fact, that the slow development of an ab initio framework to realistically solve the fundamental equations for real materials systems has had a dramatic impact, first in pure scientific disciplines, and now plays a central role in almost every branch of science and engineering.

We will build on a recent theory that is more advanced than standard methods used today. It is more complex but it surmounts many of their limitations and is applicable to a wider class of materials. It can predict a wide range of materials properties in a universal manner that no other electronic structure theory can equal. This project will raise our present capabilities to a new level of functionality.

The range of phenomena accessible to these theories is truly vast. Transport properties of graphene and bilayers with insulators such as MoS2; topological insulators; the new class of Fe superconductors; defect levels in photovoltaic materials; spintronic and multiferroic materials; defect formation energies and chemical heats of reaction in materials desired for energy or structural application; and in general spectroscopic data (measured in research facilities such as the Rutherford labs) whose interpretation requires a state-of-the-art first principles modelling code. These are a few examples, of priority areas in EPSRC. All are subjects of intensive research around the world. In all these cases, present-day theoretical treatments suffer from significant limitations that the proposed theory can surmount.

Planned Impact

Society benefits in two ways from the outcomes of this research proposal. Society benefits firstly by improving peoples lives through better technology. As one concrete example, graphene is emerging as a wonder-material for use in many kinds of electronic applications. This CCP9 code will make it possible to describe in a uniform framework, the tools needed to model electron transport in graphene, which in turn can be fed into realistic device simulators, that enter into circuit design. As a second example, it is increasingly accepted that photovoltaic cells will play an increasingly important role in the U.K. economy as they displace fossil fuels. A new class of perovskite-based solar cells emerged last year which has caught the immediate attention of the entire PV community. We will provide a framework to make it possible to describe many of the microscopic processes (light absorption, transport) at a level that well surpasses the best of standard methods used today. Basic knowledge like this must be combined with other building blocks to understand how the devices work, so that they can be controlled and optimised. Indeed some early stages in both these areas have already been accomplished (see track record, and Walsh's Letter of Support). Superconductivity, plasmonics, spintronics, are some other examples.

The scope of technologies that benefit from electronic structure theory is already very large, encompassing significant fraction of all materials studied today. It is used to design materials with desired electronic, magnetic, optical, and structural properties. By turning a tool accessible only to specialists into a universal code, many more scientists and engineers in their respective specialisms will be able to take advantage of its functionality. This project provides a path to enable researchers to understand, or build models for many kinds of properties with considerably greater reliability and power than is possible today. It will also enable U.K. staff to develop unique professional skills.

Society also benefits through the competitive edge in technology this code will help to maintain. The UK has been at the forefront in developing community codes with the ability to simulate materials properties without recourse to models, by solving the underlying equations of quantum theory in materials from first principles. The current CCP9 flagship project aims at the construction of databases for computed materials properties, and tools to perform data mining on those vastly expanding repositories. Indeed the U.S. Department of Energy has recently acknowledged significant advantage the U.K. and Europe hold in this area, and is emphasising a need to build up a counterpart there.

The new, unified theory this code is built around does not suffer from the limitations inherent in today's standard methods. It can predict a wide range of materials properties in a universal manner that no other electronic structure theory can equal and bring the state of the art to a new level. The U.K. will develop a capability that is unique in the world.

Publications

10 25 50
 
Description Outreach:
A web site for the Questaal electronic structure package intended for the scientific user base is fully developed.
Another web site with for software distribution and user support is operational.

The website has grown to about 400 subscribers, A methods paper has been written and published in Computer Physics Communications
Exploitation Route The intention is to build a large scale package accessible to a wide user base
Sectors Chemicals,Creative Economy,Education,Electronics,Energy,Environment,Manufacturing, including Industrial Biotechology

URL https://bitbucket.org/lmto/lm
 
Description The Questaal software package we have developed has now attracted a user base of about 500 people, including at least one large commercial enterprise. A methods paper, published in 2020, now has accumulated more than 60 citations according to Google Scholar. Questaal has continued to grow and its stewardship has now been taken over by National Renewable Energy Laboratories. It continues to be a "gold standard" among large scale community codes. The most important new direction have been to develop an ab initio description of unconventional superconductivity. Questaal first, and to the best of our knowledge, the only community code that has this capability. Questaal will be a strong contender for the leading community code to dealing with highly correlated materials It has already lead to new insights in a variety of unconventional superconductors, e.g. FeSe and Sr2RuO4, and it has also been used to investigate deep excitons in some 2D materials such as the Cr3X family, (X=Cl, Br, I). While these new directions cannot not credited to this project as they were carried out after the funding period ended, they were only possible because of the project's funding. We do not keep track of other groups around the world that use Questaal, but it is beginning to be used by outside groups as the citations in the methods paper indicate. Some recent papers by the PI's group: Swagata Acharya, Dimitar Pashov, Alexander N. Rudenko, Malte Rösner, Mark van Schilfgaarde, Mikhail I. Katsnelson ``Importance of charge self-consistency in first-principles description of strongly correlated systems,'' npj Comput. Mater 7, 208 (2021). https://doi.org/10.1038/s41524-021-00676-5 Francois Jamet, Cedric Weber, Swagata Acharya, Dimitar Pashov, Mark van Schilfgaarde, ``Disentangling the role of bond lengths and orbital symmetries in controlling Tc in YBa2Cu3O7,'' Under review in Phys. Rev. B, preprint https://arxiv.org/abs/2012.04897 Ozan Dernek, Dmitry Skachkov, Walter R. L. Lambrecht, Mark van Schilfgaarde, ``Real space representation of the quasiparticle self-consistent GW self-energy and its application to defect calculations,'' Under review at Phys Rev. B. Preprint https://arxiv.org/pdf/2202.09396.pdf Swagata Acharya, Dimitar Pashov, Mark van Schilfgaarde, ``Role of nematicity in controlling spin fluctuations and superconducting $T_{c}$ in bulk FeSe,'' Under review at Phys Rev. B. Preprint https://arxiv.org/abs/2005.07729. Herv{\'e} Ness, Ivan A. Sadovskyy, Andrey E. Antipov, Mark van Schilfgaarde, Roman M. Lutchyn, ``Supercurrent decay in ballistic magnetic Josephson junctions,'' npj Comput Mater 8, 23 (2022). https://doi.org/10.1038/s41524-021-00694-3 Swagata Acharya, Dimitar Pashov, Francois Jamet, Mark van Schilfgaarde, ``Electronic Origin of Tc in Bulk and Monolayer FeSe,'' Symmetry 13, 169 (2021) https://www.mdpi.com/2073-8994/13/2/169 A. Y. Bykov, A. Shukla, M. van Schilfgaarde, M. A. Green, A. V. Zayats, ``Ultrafast Carrier and Lattice Dynamics in Plasmonic Nanocrystalline Copper Sulfide Films,'' Laser \& Photonics Reviews 2021, 2000346. https://doi.org/10.1002/lpor.202000346 Swagata Acharya, Dimitar Pashov, Francois Jamet, and Mark van Schilfgaarde, ``Controlling ${\mathit{T}}_{c}$ through Band Structure and Correlation Engineering in Collapsed and Uncollapsed Phases of Iron Arsenides,'' Phys. Rev. Lett. 124, 237001 (2020) https://link.aps.org/doi/10.1103/PhysRevLett.124.237001
Sector Creative Economy,Education,Electronics,Energy
Impact Types Cultural,Economic

 
Title Questaal 
Description Questaal (www.questaal.org) is a large-scale software project, supported by EPSRC to investigate materials properties, such as optical properties. This software is public domain. 
Type Of Material Improvements to research infrastructure 
Year Produced 2017 
Provided To Others? Yes  
Impact The software has been a key tool in this project. It is written for a wide user base. We will hold a hands-on workshop in the spring of 2017, and engage in various kinds of public relations to encourage others to use it. 
URL http://www.questaal.org
 
Description Collaboration with Uppsala University 
Organisation Uppsala University
Country Sweden 
Sector Academic/University 
PI Contribution A postdoc visited King's College to familiarize himself with the QSGW part of the Questaal package.
Collaborator Contribution They have written one paper (currently under review) and have almost completed another
Impact They have written one paper (currently under review) and have almost completed another
Start Year 2015
 
Title Questaal Electronic Structure Package 
Description Questaal is a large-scale electronic structure package that is the main focus of the "CCP Flagship: Quasiparticle Self-Consistent GW for Next-Generation Electronic Structure" award. A web site with documentation is being developed. It is nearly complete (March 2016) and will go live soon. A git repository making the codes publicly available has also been established The code is not open source, but anyone can register and it is free to any individual who does register This code is our main vehicle for fulfilling the outreach component of the Grant. 
Type Of Technology Software 
Year Produced 2015 
Impact A user base has been started, which is expected to grow as the code develops 
URL https://bitbucket.org/lmto/lm
 
Description Questaal code hands-on-workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact This workshop focused on hands-on-tutorials and detailed talks on the Questaal code; an all-electron code for solids, solving the electronic structure at different levels of theory, including Density Functional Theory, theQuasiparticle Self-Consistent GW approximation, and Dynamical MeanField Theory. The basis set consists of generalized Linear Muffin Tin Orbitals, or a combination of these with Augmented Plane Waves.
Year(s) Of Engagement Activity 2016,2017,2018
 
Description Questaal code hands-on-workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact This workshop focused on hands-on-tutorials and detailed talks on the Questaal code; an all-electron code for solids, solving the electronic structure at different levels of theory, including Density Functional Theory, theQuasiparticle Self-Consistent GW approximation, and Dynamical MeanField Theory. The basis set consists of generalized Linear Muffin Tin
Orbitals, or a combination of these with Augmented Plane Waves.
Year(s) Of Engagement Activity 2017
 
Description Simons Summer School 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact A Summer School dedicated to the most recent developments aimed at addressing the problem of strong electronic correlations.
Year(s) Of Engagement Activity 2016
URL http://simonssummerschool.wix.com/may2016