@string{afm="Adv. Funct. Mater."}
@string{ammin="Am. Miner."}
@string{amr="Appl. Magn. Reson."}
@string{chemmat="Chem. Mater."}
@string{chemrev="Chem. Rev."}
@string{cpl="Chem. Phys. Lett."}
@string{cms="Comput. Mater. Sci."}
@string{cpc="Comput. Phys. Commun."}
@string{jacs="J. Am. Chem. Soc."}
@string{jac="J. Appl. Cryst."}
@string{jcp="J. Chem. Phys."}
@string{jmr="J. Magn. Reson."}
@string{jncs="J. Non-Cryst. Solids"}
@string{jpcl="J. Phys. Chem. Lett."}
@string{jpcc="J. Phys. Chem. C"}
@string{jpcm="J. Phys.: Condens. Matter"}
@string{jpsj="J. Phys. Soc. Jpn."}
@string{molphys="Mol. Phys."}
@string{nrm="Nat. Rev. Mater."}
@string{nrp="Nat. Rev. Phys."}
@string{prsla="Proc. R. Soc. London, Ser. A"}
@string{pccp="Phys. Chem. Chem. Phys."}
@string{phpl="Phys. Plasma"}
@string{pps="Proc. Phys. Soc."}
@string{pr="Phys. Rev."}
@string{pra="Phys. Rev. A"}
@string{prb="Phys. Rev. B"}
@string{pre="Phys. Rev. E"}
@string{prx="Phys. Rev. X"}
@string{prl="Phys. Rev. Lett."}
@string{prm="Phys. Rev. Mater."}
@string{prr="Phys. Rev. Res."}
@string{rmp="Rev. Mod. Phys."}
@string{ssnmr="Sol. St. Nucl. Magn. Reson."}

@misc{abinit_website,
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@misc{cc4s_website,
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@misc{atompaw_website,
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@misc{yaml_website,
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@misc{abipy_website,
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@misc{cmake_website,
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@misc{autotools_website,
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@misc{easybuild_website,
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@misc{anaconda_website,
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@misc{openmp_website,
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@misc{cublas_website,
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@misc{rocblas_website,
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@misc{cufft_website,
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% Encoding: UTF-8
%comment{This file was created with betterbib v3.3.0.}
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@article{Zhou2006,
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}

@article{Zwanziger2012,
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@article{Jia2017,
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}

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}

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@article{Geneste2017,
  title = {DFT+$U$ study of self-trapping, trapping, and mobility of oxygen-type hole polarons in barium stannate},
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}


@phdthesis{Moscaconte2007,
 author = {Mosca Conte, A.},
 title = {Quantum mechanical modeling of nano magnetism},
 school = {SISSA},
 year = {2007},
 address = {Trieste Italy},
 opturi = {https://hdl.handle.net/20.500.11767/3935},
}

@mastersthesis{Rostgaard2006,
  Author         = {C. Rostgaard},
  Title          = {Exact exchange in density functional calculations},
  School         = {Technical University of Denmark},
  Address        = {Lyngby},
  year           = {2006},
  url            = {https://wiki.fysik.dtu.dk/gpaw/_downloads/rostgaard_master.pdf}
}

@misc{Tremblay2017,
  title = {Probl\'eme \'a N-corps},
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  note = {Notes de cours},
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  url= {https://www.physique.usherbrooke.ca/pages/en/node/3436},
  year={2017}
}

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@book{Giustino2014,
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@book{Martin2016,
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@book{Mahan2000,
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 year = {1996},
 month = oct,
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@article{Nielsen1985,
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@article{Liu1996,
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@incollection{Allen1983a,
 editor = {Ehrenreich, Henry and Seitz, Frederick and Turnbull, David},
 author = {Allen, Philip B. and Mitrović, Božidar},
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 series = {Solid State Physics},
 publisher = {Elsevier},
 volume = {37},
 pages = {1-92},
 year = {1983},
 issn = {0081-1947},
 doi = {10.1016/s0081-1947(08)60665-7},
 url = {https://doi.org/10.1016/s0081-1947(08)60665-7},
 source = {Crossref},
 booktitle = {Solid State Physics},
 isbn = {9780126077377},
}

@article{McMillan1968,
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 url = {https://dx.doi.org/10.1103/physrev.167.331},
 volume = {167},
 journal = {Phys. Rev.},
 publisher = {American Physical Society (APS)},
 title = {Transition Temperature of Strong-Coupled Superconductors},
 issn = {0031-899X},
 year = {1968},
 month = mar,
}

@article{Allen1975,
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 url = {https://dx.doi.org/10.1103/physrevb.12.905},
 volume = {12},
 journal = prb,
 publisher = {American Physical Society (APS)},
 title = {Transition temperature of strong-coupled superconductors reanalyzed},
 issn = {0556-2805},
 year = {1975},
 month = aug,
}

@article{Hobbs2000,
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 publisher = {American Physical Society (APS)},
 title = {Fully unconstrained noncollinear magnetism within the projector augmented-wave method},
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}

@article{Hufner1984,
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 title = {Photoemission and inverse photoemission spectroscopy of {NiO}},
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 year = {1984},
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}

@article{Perdew1992,
 author = {Perdew, John P. and Chevary, J. A. and Vosko, S. H. and Jackson, Koblar A. and Pederson, Mark R. and Singh, D. J. and Fiolhais, Carlos},
 doi = {10.1103/physrevb.46.6671},
 number = {11},
 pages = {6671-6687},
 source = {Crossref},
 url = {https://dx.doi.org/10.1103/physrevb.46.6671},
 volume = {46},
 journal = prb,
 publisher = {American Physical Society (APS)},
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@article{Blanco1997,
 author = {Blanco, Miguel A. and Flórez, M. and Bermejo, M.},
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 number = {1-3},
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 keywords = {Wigner functions, Real spherical harmonics, Electronic structure calculations, Rotation matrices},
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@book{Bassani1975,
  title={Electronic states and optical transitions in solids},
  author={Bassani, G.F. and Parravicini, G.P.},
  isbn={9780080168463},
  lccn={gb75022672},
  series={International series of monographs in the science of the solid state},
  url={https://books.google.be/books?id=cGh5AAAAIAAJ},
  year={1975},
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}

@article{Bhagavantam1964,
author="Bhagavantam, S. and Pantulu, P. V.",
title="Crystal symmetry and physical properties: Application of group theory",
journal="Proceedings of the Indian Academy of Sciences - Section A",
year="1964",
month="Jul",
day="01",
volume="60",
number="1",
pages="1--10",
abstract="A group theoretical method given by one of us in earlier publications for studying the effect of crystal symmetry on physical properties is now extended to cover the galvanomagnetic, thermomagnetic and piezo-galvanomagnetic effects in single crystals. These effects have gained importance in semi-conductor physics and such studies are therefore of current interest and may be expected to yield valuable new information.",
issn="0370-0089",
url = "https://www.ias.ac.in/article/fulltext/seca/060/01/0001-0010"
}

@book{Landau1984,
 author = {Landau, L.D. and Lifshit͡s, E.M. and Lifshit︠s︡, E.M. and Pitaevski{\u\i}, L.P.},
 title = {Electrodynamics of continuous media:},
 isbn = {9780080302751},
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@article{Tao2003,
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% The references below were put in by hand, because they could not be imported with betterbib-doi2bibtex
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}

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        publisher = {{IOP} Publishing},
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        number = {17},
        pages = {174106},
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        volume = {88},
        year = {2013}
}

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        editor = {Tagantsev, Alexander K. and Yudin, Petr V.},
        pages = {31–110},
        publisher = {World Scientific Publishing Co.},
        title = {First-principles theory of flexoelectricity},
        year = {2016}
}

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}

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	title = {First-principles calculations of charge carrier mobility and conductivity in bulk semiconductors and two-dimensional materials},
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}

@article{Vogl1976,
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  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.97.115145},
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}


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  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.92.075405},
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}

@article{Brunin2020,
  title = {Electron-Phonon beyond {Fr\"ohlich}: Dynamical Quadrupoles in Polar and Covalent Solids},
  author = {Brunin, Guillaume and Miranda, Henrique Pereira Coutada and Giantomassi, Matteo and Royo, Miquel and Stengel, Massimiliano and Verstraete, Matthieu J. and Gonze, Xavier and Rignanese, Gian-Marco and Hautier, Geoffroy},
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  issue = {13},
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  numpages = {6},
  year = {2020},
  month = {Sep},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevLett.125.136601},
  url = {https://link.aps.org/doi/10.1103/PhysRevLett.125.136601}
}

@article{Brunin2020b,
  title = {Phonon-limited electron mobility in Si, GaAs, and GaP with exact treatment of dynamical quadrupoles},
  author = {Brunin, Guillaume and Miranda, Henrique Pereira Coutada and Giantomassi, Matteo and Royo, Miquel and Stengel, Massimiliano and Verstraete, Matthieu J. and Gonze, Xavier and Rignanese, Gian-Marco and Hautier, Geoffroy},
  journal = prb,
  volume = {102},
  issue = {9},
  pages = {094308},
  numpages = {16},
  year = {2020},
  month = {Sep},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.102.094308},
  url = {https://link.aps.org/doi/10.1103/PhysRevB.102.094308}
}


@article{Kapil2019,
title = "i-PI 2.0: A universal force engine for advanced molecular simulations",
journal = cpc,
volume = "236",
pages = "214 - 223",
year = "2019",
issn = "0010-4655",
doi = "https://doi.org/10.1016/j.cpc.2018.09.020",
url = "https://www.sciencedirect.com/science/article/pii/S0010465518303436",
author = "Venkat Kapil and Mariana Rossi and Ondrej Marsalek and Riccardo Petraglia and Yair Litman and Thomas Spura and Bingqing Cheng and Alice Cuzzocrea and Robert H. {Mei\ss{}ner} and David M. Wilkins and Benjamin A. Helfrecht and {Przemys\l{}aw} Juda and Sébastien P. Bienvenue and Wei Fang and Jan Kessler and Igor Poltavsky and Steven Vandenbrande and Jelle Wieme and Clemence Corminboeuf and Thomas D. {K\"{u}hne} and David E. Manolopoulos and Thomas E. Markland and Jeremy O. Richardson and Alexandre Tkatchenko and Gareth A. Tribello and Veronique {Van Speybroeck} and Michele Ceriotti",
keywords = "Accelerated sampling, Geometry optimizers, Path integral, Molecular dynamics, ",
}

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  title = {Anisotropic Migdal-Eliashberg theory using Wannier functions},
  author = {Margine, E. R. and Giustino, F.},
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  volume = {87},
  issue = {2},
  pages = {024505},
  numpages = {12},
  year = {2013},
  month = {Jan},
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}


@article{Mazin2003,
title = "Electronic structure, electron–phonon coupling, and multiband effects in MgB2",
journal = "Physica C: Superconductivity",
volume = "385",
number = "1",
pages = "49 - 65",
year = "2003",
issn = "0921-4534",
doi = "https://doi.org/10.1016/S0921-4534(02)02299-2",
url = "https://www.sciencedirect.com/science/article/pii/S0921453402022992",
author = "I.I. Mazin and V.P. Antropov",
keywords = "Band theory, Electron–phonon interaction, Multi-gap superconductivity",
abstract = "We review the current situation in the theory of superconducting and transport properties of MgB2. First principle calculations of the electronic structure and electron–phonon coupling are discussed and compared with the experiment. We also present a brief description of the multiband effects in superconductivity and transport, and how these manifest themselves in MgB2."
}

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  year = {2014},
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  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.89.094515},
  url = {https://link.aps.org/doi/10.1103/PhysRevB.89.094515}
}

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    KEYWORDS = {Plasma ; Condensed matter ; Dft ; Extended ; Equations of state ; Universal ; Plasmas ; Mati{\`e}re condens{\'e}e ; Dft ; {\'E}tendu ; {\'E}quations d'{\'e}tat ; Universel},
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@article{Steinbeck2000,
title = {Enhancements to the GW space-time method},
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volume = {125},
number = {1},
pages = {105-118},
year = {2000},
issn = {0010-4655},
doi = {https://doi.org/10.1016/S0010-4655(99)00466-X},
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author = {L. Steinbeck and A. Rubio and L. Reining and M. Torrent and I.D. White and R.W. Godby},
keywords = {Electronic structure, Quasiparticle energies, Self-energy calculations,  approximation},
abstract = {We describe the following new features which significantly enhance the power of the recently developed real-space imaginary-time GW scheme (Rieger et al., Comp. Phys. Commun. 117 (1999) 211) for the calculation of self-energies and related quantities of solids: (i) to fit the smoothly decaying time/energy tails of the dynamically screened Coulomb interaction and other quantities to model functions, treating only the remaining time/energy region close to zero numerically and performing the Fourier transformation from time to energy and vice versa by a combination of analytic integration of the tails and Gauss–Legendre quadrature of the remaining part and (ii) to accelerate the convergence of the band sum in the calculation of the Green's function by replacing higher unoccupied eigenstates by free electron states (plane waves). These improvements make the calculation of larger systems (surfaces, clusters, defects etc.) accessible.}
}

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  url = {https://link.aps.org/doi/10.1103/PhysRevB.90.054115}
}

@article{Ceriotti2014,
title = {i-PI: A Python interface for ab initio path integral molecular dynamics simulations},
journal = cpc,
volume = {185},
number = {3},
pages = {1019-1026},
year = {2014},
issn = {0010-4655},
doi = {https://doi.org/10.1016/j.cpc.2013.10.027},
url = {https://www.sciencedirect.com/science/article/pii/S001046551300372X},
author = {Michele Ceriotti and Joshua More and David E. Manolopoulos},
keywords = {Path integral, Molecular dynamics, },
abstract = {Recent developments in path integral methodology have significantly reduced the computational expense of including quantum mechanical effects in the nuclear motion in ab initio molecular dynamics simulations. However, the implementation of these developments requires a considerable programming effort, which has hindered their adoption. Here we describe i-PI, an interface written in Python that has been designed to minimise the effort required to bring state-of-the-art path integral techniques to an electronic structure program. While it is best suited to first principles calculations and path integral molecular dynamics, i-PI can also be used to perform classical molecular dynamics simulations, and can just as easily be interfaced with an empirical forcefield code. To give just one example of the many potential applications of the interface, we use it in conjunction with the CP2K electronic structure package to showcase the importance of nuclear quantum effects in high-pressure water.
Program summary
Program title: i-PI Catalogue identifier: AERN_v1_0 Program summary URL: https://cpc.cs.qub.ac.uk/summaries/AERN_v1_0.html Program obtainable from: CPC Program Library, Queen’s University, Belfast, N. Ireland Licensing provisions: GNU General Public License, version 3 No. of lines in distributed program, including test data, etc.: 138626 No. of bytes in distributed program, including test data, etc.: 3128618 Distribution format: tar.gz Programming language: Python. Computer: Multiple architectures. Operating system: Linux, Mac OSX, Windows. RAM: Less than 256 Mb Classification: 7.7. External routines: NumPy Nature of problem: Bringing the latest developments in the modelling of nuclear quantum effects with path integral molecular dynamics to ab initio electronic structure programs with minimal implementational effort. Solution method: State-of-the-art path integral molecular dynamics techniques are implemented in a Python interface. Any electronic structure code can be patched to receive the atomic coordinates from the Python interface, and to return the forces and energy that are used to integrate the equations of motion. Restrictions: This code only deals with distinguishable particles. It does not include fermonic or bosonic exchanges between equivalent nuclei, which can become important at very low temperatures. Running time: Depends dramatically on the nature of the simulation being performed. A few minutes for short tests with empirical force fields, up to several weeks for production calculations with ab initio forces. The examples provided with the code run in less than an hour.}
}

@article{HjorthLarsen2017,
  title = {The atomic simulation environment—a Python library for working with atoms},
  volume = {29},
  ISSN = {1361-648X},
  url = {https://dx.doi.org/10.1088/1361-648X/aa680e},
  DOI = {10.1088/1361-648x/aa680e},
  number = {27},
  journal = jpcm,
  publisher = {IOP Publishing},
  author = {Hjorth Larsen,  Ask and Jørgen Mortensen,  Jens and Blomqvist,  Jakob and Castelli,  Ivano E and Christensen,  Rune and Dułak,  Marcin and Friis,  Jesper and Groves,  Michael N and Hammer,  Bjørk and Hargus,  Cory and Hermes,  Eric D and Jennings,  Paul C and Bjerre Jensen,  Peter and Kermode,  James and Kitchin,  John R and Leonhard Kolsbjerg,  Esben and Kubal,  Joseph and Kaasbjerg,  Kristen and Lysgaard,  Steen and Bergmann Maronsson,  Jón and Maxson,  Tristan and Olsen,  Thomas and Pastewka,  Lars and Peterson,  Andrew and Rostgaard,  Carsten and Schiøtz,  Jakob and Sch\"{u}tt,  Ole and Strange,  Mikkel and Thygesen,  Kristian S and Vegge,  Tejs and Vilhelmsen,  Lasse and Walter,  Michael and Zeng,  Zhenhua and Jacobsen,  Karsten W},
  year = {2017},
  month = jun,
  pages = {273002}
}

@article{Yu2024,
  title = {Systematic assessment of various universal machine‐learning interatomic potentials},
  volume = {2},
  ISSN = {2940-9497},
  url = {http://dx.doi.org/10.1002/mgea.58},
  DOI = {10.1002/mgea.58},
  number = {3},
  journal = {Materials Genome Engineering Advances},
  publisher = {Wiley},
  author = {Yu,  Haochen and Giantomassi,  Matteo and Materzanini,  Giuliana and Wang,  Junjie and Rignanese,  Gian‐Marco},
  year = {2024},
  pages = {e58},
  month = jul
}

@article{Kotykhov2025,
        author = {Alexey S. Kotykhov and Max Hodapp and Christian Tantardini and Konstantin Kravtsov and Ivan Kruglov and Alexander V. Shapeev and Ivan S. Novikov},
        journal = prb,
        url = {https://link.aps.org/doi/10.1103/PhysRevB.111.094438},
        doi = {10.1103/PhysRevB.111.094438},
        pages = {094438},
        title = {Actively trained magnetic moment tensor potentials for mechanical, dynamical, and thermal properties of paramagnetic \ce{CrN}},
        volume = {111},
        year = {2025}
}

@article{Tantardinin2025,
title = {Quantum modelling of magnetism in strongly correlated materials: Evaluating constrained {DFT} and the {Hubbard} model for {Y114}},
journal = cms,
volume = {246},
pages = {113465},
year = {2025},
issn = {0927-0256},
doi = {https://doi.org/10.1016/j.commatsci.2024.113465},
url = {https://www.sciencedirect.com/science/article/pii/S0927025624006864},
author = {Christian Tantardini and Darina Fazylbekova and Sergey V. Levchenko and Ivan S. Novikov},
keywords = {Strongly correlated material, Constrained density functional theory, Hubbard model, Magnetism},
}

@article{Kotykhov2024,
        author = {Alexey S. Kotykhov and Konstantin Gubaev and Vadim Sotskov and Christian Tantardini and Max Hodapp and Alexander V. Shapeev and Ivan S. Novikov},
        journal = cms,
        url = {https://www.sciencedirect.com/science/article/pii/S0927025624005524},
        doi = {10.1016/j.commatsci.2024.113331},
        pages = {113331},
        title = {Fitting to magnetic forces improves the reliability of magnetic Moment Tensor Potentials},
        volume = {245},
        year = {2024},
}

@article{Kotykhov2023a,
        author = {Alexey S. Kotykhov and Konstantin Gubaev and Max Hodapp and Christian Tantardini and Alexander V. Shapeev and Ivan S. Novikov},
        journal = {Scientific reports},
        url = {https://www.nature.com/articles/s41598-023-46951-x},
        doi = {10.1038/s41598-023-46951-x},
        pages = {19728},
        title = {Constrained {DFT}‑based magnetic machine‑learning potentials for magnetic alloys: a case study of {Fe--Al}},
        volume = {13},
        year = {2023},
}

@article{Bouquiaux2023,
  title={A first-principles explanation of the luminescent line shape of SrLiAl3N4: Eu2+ phosphor for light-emitting diode applications},
  author={Bouquiaux, Julien and Ponc{\'e}, Samuel and Jia, Yongchao and Miglio, Anna and Mikami, Masayoshi and Gonze, Xavier},
  journal=chemmat,
  url = {https://doi.org/10.1021/acs.chemmater.3c00537},
  doi = {10.1021/acs.chemmater.3c00537},

  volume={35},
  number={14},
  pages={5353--5361},
  year={2023},
  publisher={ACS Publications}
}

@article{Bouquiaux2021,
  title={Importance of Long-Range Channel Sr Displacements for the Narrow Emission in Sr [Li2Al2O2N2]: Eu2+ Phosphor},
  author={Bouquiaux, Julien and Ponc{\'e}, Samuel and Jia, Yongchao and Miglio, Anna and Mikami, Masayoshi and Gonze, Xavier},
  journal={Advanced Optical Materials},
  url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/adom.202100649},
  doi = {10.1002/adom.202100649},
  volume={9},
  number={20},
  pages={2100649},
  year={2021},
  publisher={Wiley Online Library}
}

@article{Wolfowicz2021,
  title={Quantum guidelines for solid-state spin defects},
  author={Wolfowicz, Gary and Heremans, F Joseph and Anderson, Christopher P and Kanai, Shun and Seo, Hosung and Gali, Adam and Galli, Giulia and Awschalom, David D},
  journal=nrm,
  url = {https://www.nature.com/articles/s41578-021-00306-y},
  doi = {10.1038/s41578-021-00306-y},
  volume={6},
  number={10},
  pages={906--925},
  year={2021},
  publisher={Nature Publishing Group UK London}
}

@article{Fang2022,
  title={Evolutionary generation of phosphor materials and their progress in future applications for light-emitting diodes},
  author={Fang, Mu-Huai and Bao, Zhen and Huang, Wen-Tse and Liu, Ru-Shi},
  journal=chemrev,
  url = {https://doi.org/10.1021/acs.chemrev.1c00952},
  doi = {10.1021/acs.chemrev.1c00952},

  volume={122},
  number={13},
  pages={11474--11513},
  year={2022},
  publisher={ACS Publications}
}


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}

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  url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/adfm.202422716},
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@Article{Ocana2023,
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        year={2023},
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}

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	title = {{Atomate2: modular workflows for materials science}},
	journal = {Digital Discovery},
	volume = {4},
	number = {7},
	pages = {1944--1973},
	year = {2025},
	month = jul,
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  title = {Jobflow: Computational Workflows Made Simple}, journal = {Journal of Open Source Software}
}

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}

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  journal = {npj Comp. Mater.},
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}

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}

@article{Castellano2025,
title = {Machine learning assisted canonical sampling (Mlacs)},
journal = {Computer Physics Communications},
volume = {316},
pages = {109730},
year = {2025},
issn = {0010-4655},
doi = {https://doi.org/10.1016/j.cpc.2025.109730},
url = {https://www.sciencedirect.com/science/article/pii/S0010465525002322},
author = {Aloïs Castellano and Romuald Béjaud and Pauline Richard and Olivier Nadeau and Clément Duval and Grégory Geneste and Gabriel Antonius and Johann Bouchet and Antoine Levitt and Gabriel Stoltz and François Bottin},
}

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title = {First-principles simulations of liquid lead, bismuth and lead–bismuth eutectic structures: Evaluation of isobaric specific heats},
journal = cms,
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pages = {113637},
year = {2025},
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url = {https://www.sciencedirect.com/science/article/pii/S0927025624008589},
author = {Bruno Siberchicot and Romuald Béjaud}
}

@article{Zhou2019,
  title = {Predicting charge transport in the presence of polarons: The beyond-quasiparticle regime in \ce{SrTiO3}},
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@article{Tantardini2024,
title = {Generating and grading 34 optimised norm-conserving Vanderbilt pseudopotentials for actinides and super-heavy elements in the PseudoDojo},
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url = {https://www.sciencedirect.com/science/article/pii/S0010465523003478},
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}


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@phdthesis{Charraud2021,
  title = {Studies of Superhydrides by {Ab-Initio} and Machine Learning Accelerated Random Structure Searching},
  author = {Charraud, Jean-Baptiste},
  school = {Universit\'e Paris-Saclay},
  url = {https://tel.archives-ouvertes.fr/tel-03405328},
  langid = {english},
  year = {2021}
}

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@article{Lehtola2018,
title = {Recent developments in libxc — A comprehensive library of functionals for density functional theory},
journal = {SoftwareX},
volume = {7},
pages = {1-5},
year = {2018},
issn = {2352-7110},
doi = {https://doi.org/10.1016/j.softx.2017.11.002},
url = {https://www.sciencedirect.com/science/article/pii/S2352711017300602},
author = {Susi Lehtola and Conrad Steigemann and Micael J.T. Oliveira and Miguel A.L. Marques},
}

@article{Holzwarth2022,
  title = {Cubic Spline Solver for Generalized Density Functional Treatments of Atoms and Generation of Atomic Datasets for Use with Exchange-Correlation Functionals Including Meta-{{GGA}}},
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}

@article{Brousseau-Couture2023,
        author = {V{\'e}ronique Brousseau-Couture and Xavier Gonze and Michel C{\^o}t{\'e}},
        journal = prb,
        url = {https://link.aps.org/doi/10.1103/PhysRevB.107.115173},
        doi = {10.1103/PhysRevB.107.115173},
        pages = {115173},
        title = {Effect of spin-orbit coupling on the zero-point renormalization of the electronic band gap in cubic materials: First-principles calculations and generalized
            {Fr\"ohlich} model},
        volume = {107},
        year = {2023}
}

@article{Bastogne2024a,
  author  = {Bastogne, Louis and Gómez-Ortiz, Fernando and Anand, Sriram and Ghosez, Philippe},
  journal = {Nano Letters},
  url = {https://doi.org/10.1021/acs.nanolett.4c04125},
  doi = {10.1021/acs.nanolett.4c04125},
  number  = {43},
  pages   = {13783-13789},
  title   = {Dynamical Manipulation of Polar Topologies from Acoustic Phonon Excitations},
  volume  = {24},
  year    = {2024}
}

@misc{Sriram-25,
author = {Anand, Sriram and Zhang, Jingtong and Yu, Miao and Sasani, Alireza and Bastogne, Louis and Gómez-Ortiz, Fernando and Xu, He and Ghosez, Philippe},
publisher = {ULiège Open Data Repository},
title = {{Second-Principles Model of \ce{BaTiO3} used on ``Switchable Skyrmion-Antiskyrmion Tubes in Rhombohedral \ce{BaTiO3} and Related Materials''}},
year = {2025},
version = {V1},
url = {https://doi.org/10.58119/ULG/M8BCYC},
howpublished = {\url{https://doi.org/10.58119/ULG/M8BCYC}}
}


@misc{Bastogne2025a,
  author = {Bastogne, Louis and Bieder, Jordan and Martin, Alexandre and Schmitt, Marcus and Sasani, Alireza and Zhang, Huazhang and G{\'o}mez-Ortiz, Fernando and Bandyopadhyay, Subhadeep and He, Xu and Ghosez, Philippe},
  title  = {Second-principles effective interatomic potentials with
            {\sc Multibinit}},
  note   = {Unpublished},
  year   = {2025},
  month  = {apr}
}


@misc{Zhang2025a,
      title={Finite-temperature properties of the prototypical perovskite \ce{CaTiO3} from second-principles effective interatomic potential},
      author={Huazhang Zhang and Michael Marcus Schmitt and Louis Bastogne and Xu He and Philippe Ghosez},
      year={2025},
      eprint={2505.03129},
      archivePrefix={arXiv},
      primaryClass={cond-mat.mtrl-sci},
      url={https://arxiv.org/abs/2505.03129}
}

@article{Gomez2025a,
  author    = {G\'omez-Ortiz, Fernando and Bastogne, Louis and He, Xu and Ghosez, Philippe},
  doi       = {10.1103/PhysRevB.111.134107},
  issue     = {13},
  journal   = prb,
  month     = {Apr},
  numpages  = {8},
  pages     = {134107},
  publisher = {American Physical Society},
  title     = {Precise control and displacement of polar textures from inhomogeneous and time-dependent electric fields},
  url       = {https://link.aps.org/doi/10.1103/PhysRevB.111.134107},
  volume    = {111},
  year      = {2025}
}
@article{Gomez2025b,
  title = {Switchable skyrmion--antiskyrmion tubes in rhombohedral {B}a{T}i{O}$_{3}$ and related materials},
  author = {G\'omez-Ortiz, Fernando and Bastogne, Louis and Anand, Sriram and Yu, Miao and He, Xu and Ghosez, Philippe},
  journal = prb,
  volume = {111},
  issue = {18},
  pages = {L180104},
  numpages = {6},
  year = {2025},
  month = {May},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.111.L180104},
  url = {https://link.aps.org/doi/10.1103/PhysRevB.111.L180104}
}

@misc{Bastogne2025b,
      title={Ferroelectric Properties and Topological Textures in \ce{PbTiO3} from a Second-Principles Open-Source interatomic potential},
      author={Louis Bastogne and Philippe Ghosez},
      year={2025},
      eprint={2505.02624},
      archivePrefix={arXiv},
      primaryClass={cond-mat.mtrl-sci},
      url={https://arxiv.org/abs/2505.02624}
}

@article{He_2021,
  author   = {Xu He and Nicole Helbig and Matthieu J. Verstraete and Eric Bousquet},
  doi      = {https://doi.org/10.1016/j.cpc.2021.107938},
  issn     = {0010-4655},
  journal  = cpc,
  keywords = {Heisenberg model, Exchange, Anisotropic exchange, Dzyaloshinskii–Moriya interaction, Green’s function},
  pages    = {107938},
  title    = {TB2J: A python package for computing magnetic interaction parameters},
  url      = {https://www.sciencedirect.com/science/article/pii/S0010465521000679},
  volume   = {264},
  year     = {2021}
}

@misc{He_2025,
  author = {He, Xu and Rignanese, Gian-Marco and Ghosez, Philippe},
  title  = {{LaWaF}: a package for the flexible construction of lattice Wannier functions},
  year   = {2025},
  howpublished = {\url{https://github.com/mailhexu/lawaf}}
}


@article{Solovyev_2021,
  title     = {Exchange interactions and magnetic force theorem},
  author    = {Solovyev, I. V.},
  journal   = prb,
  volume    = {103},
  issue     = {10},
  pages     = {104428},
  numpages  = {14},
  year      = {2021},
  month     = {Mar},
  publisher = {American Physical Society},
  doi       = {10.1103/PhysRevB.103.104428},
  url       = {https://link.aps.org/doi/10.1103/PhysRevB.103.104428}
}


@article{Zhang2023b,
  author    = {Zhang, Yajun and Zhang, Jingtong and Li, Jiahang and Sahoo, M. P. K. and He, Xu and Wang, Jie and Ghosez, Philippe},
  doi       = {10.1103/PhysRevB.108.165117},
  issue     = {16},
  journal   = prb,
  month     = {Oct},
  numpages  = {10},
  pages     = {165117},
  publisher = {American Physical Society},
  title     = {Displacive phase transitions in infinite-layer nickelates from first- and second-principles calculations},
  url       = {https://link.aps.org/doi/10.1103/PhysRevB.108.165117},
  volume    = {108},
  year      = {2023}
}

@article{Zhang2023,
  author   = {Zhang, Yajun and Zhang, Jingtong and He, Xu and Wang, Jie and Ghosez, Philippe},
  optdoi      = {10.1093/pnasnexus/pgad108},
  opteprint   = {https://academic.oup.com/pnasnexus/article-pdf/2/5/pgad108/52222065/pgad108.pdf},
  journal  = {PNAS Nexus},
  month    = {03},
  number   = {5},
  pages    = {1},
  title    = {Rare-earth control of phase transitions in infinite-layer nickelates},
  url      = {https://doi.org/10.1093/pnasnexus/pgad108},
  volume   = {2},
  year     = {2023}
}

@article{Jia2022,
  title = {Dynamic control of octahedral rotation in perovskites by defect engineering},
  author = {Jia, Jiahui and He, Xu and Akhtar, Arsalan and Herranz, Gervasi and Pruneda, Miguel},
  journal = prb,
  volume = {105},
  issue = {22},
  pages = {224112},
  numpages = {11},
  year = {2022},
  month = {Jun},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.105.224112},
  url = {https://link.aps.org/doi/10.1103/PhysRevB.105.224112}
}


@article{Zhang2023a,
  author    = {Zhang, Jingtong and Bastogne, Louis and He, Xu and Tang, Gang and Zhang, Yajun and Ghosez, Philippe and Wang, Jie},
  doi       = {10.1103/PhysRevB.108.134117},
  issue     = {13},
  journal   = prb,
  month     = {Oct},
  numpages  = {11},
  pages     = {134117},
  publisher = {American Physical Society},
  title     = {Structural phase transitions and dielectric properties of \ce{BaTiO3} from a second-principles method},
  url       = {https://link.aps.org/doi/10.1103/PhysRevB.108.134117},
  volume    = {108},
  year      = {2023}
}

@article{Zhang2023c,
  title = {Tuning the energy landscape of \ce{CaTiO3} into that of antiferroelectric \ce{PbZrO3}},
  author = {Zhang, Huazhang and Chao, Chih-Hsuan and Bastogne, Louis and Sasani, Alireza and Ghosez, Philippe},
  journal = prb,
  volume = {108},
  issue = {14},
  pages = {L140304},
  numpages = {7},
  year = {2023},
  month = {Oct},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.108.L140304},
  url = {https://link.aps.org/doi/10.1103/PhysRevB.108.L140304}
}

@article{Alexander2025,
author = {Alexander, Duncan T. L. and Meley, Hugo and Schmitt, Michael Marcus and Mundet, Bernat and Triscone, Jean-Marc and Ghosez, Philippe and Gariglio, Stefano},
title = {Engineering Symmetry Breaking Interfaces by Nanoscale Structural-Energetics in Orthorhombic Perovskite Thin Films},
journal = {ACS Nano},
volume = {19},
number = {10},
pages = {10126-10137},
year = {2025},
optdoi = {10.1021/acsnano.4c17020},
    optnote ={PMID: 40049618},
URL = { https://doi.org/10.1021/acsnano.4c17020}
}

@article{Zatterin2024,
  title = {Assessing the Ubiquity of Bloch Domain Walls in Ferroelectric Lead Titanate Superlattices},
  author = {Zatterin, Edoardo and Ondrejkovic, Petr and Bastogne, Louis and Lichtensteiger, C\'eline and Tovaglieri, Ludovica and Chaney, Daniel A. and Sasani, Alireza and Sch\"ulli, Tobias and Bosak, Alexei and Leake, Steven and Zubko, Pavlo and Ghosez, Philippe and Hlinka, Jirka and Triscone, Jean-Marc and Hadjimichael, Marios},
  journal = {Phys. Rev. X},
  volume = {14},
  issue = {4},
  pages = {041052},
  numpages = {18},
  year = {2024},
  month = {Nov},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevX.14.041052},
  url = {https://link.aps.org/doi/10.1103/PhysRevX.14.041052}
}

@article{Zhang2024,
  author    = {Zhang, Huazhang and Thong, Hao-Cheng and Bastogne, Louis and Gui, Churen and He, Xu and Ghosez, Philippe},
  doi       = {10.1103/PhysRevB.110.054109},
  issue     = {5},
  journal   = prb,
  month     = {Aug},
  numpages  = {16},
  pages     = {054109},
  publisher = {American Physical Society},
  title     = {Finite-temperature properties of the antiferroelectric perovskite ${\mathrm{PbZrO}}_{3}$ from a deep-learning interatomic potential},
  url       = {https://link.aps.org/doi/10.1103/PhysRevB.110.054109},
  volume    = {110},
  year      = {2024}
}



@article{Zhang2025,
  author    = {Zhang, Yajun and He, Xu and Yong, Huadong and Wang, Jie and Zhang, Xingyi and Ghosez, Philippe},
  doi       = {10.1103/PhysRevB.111.045133},
  issue     = {4},
  journal   = prb,
  month     = {Jan},
  numpages  = {10},
  pages     = {045133},
  publisher = {American Physical Society},
  title     = {Electronic and magnetic transitions in infinite-layer nickelates by strain-orbital engineering},
  url       = {https://link.aps.org/doi/10.1103/PhysRevB.111.045133},
  volume    = {111},
  year      = {2025}
}

@article{Berendsen1984,
  title={Molecular dynamics with coupling to an external bath},
  author={Berendsen, Herman JC and Postma, JPM van and Van Gunsteren, Wilfred F and DiNola, ARHJ and Haak, Jan R},
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@article{Kaye2022,
  title = {Discrete Lehmann representation of imaginary time Green's functions},
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  journal = prb,
  volume = {105},
  issue = {23},
  pages = {235115},
  numpages = {18},
  year = {2022},
  month = {Jun},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.105.235115},
  url = {https://link.aps.org/doi/10.1103/PhysRevB.105.235115}
}

@article{Gendron2022,
	abstract = {We use the combination of density functional theory and dynamical mean-field theory to compute the Curie temperature of the iron body-centered cubic α phase and probe its pressure dependence. Our calculations reveal that  shows a decrease which is very weak over a domain of pressures that is much larger than the stability domain of the α phase. This is consistent with the experimental results. We highlight the importance of the Hund’s coupling J not only on the electronic and magnetic properties but also on the structural properties. Lastly, we analyze the electronic and magnetic properties under pressure and discuss the evolution of magnetic moments in both phases in relation to the change of Curie temperature.},
	author = {Gendron, F and Cliche, N and Amadon, B},
	doi = {10.1088/1361-648X/ac8fd0},
	journal = jpcm,
	month = {sep},
	number = {46},
	pages = {464003},
	publisher = {IOP Publishing},
	title = {Role of pressure on electronic, magnetic and structural properties at iron’s Curie temperature: a {DFT + DMFT} study},
	url = {https://dx.doi.org/10.1088/1361-648X/ac8fd0},
	volume = {34},
	year = {2022}
}

@article{Moree2021,
  title = {First-principles calculation of the Coulomb interaction parameters {U} and {J} for actinide dioxides},
  author = {Mor\'ee, Jean-Baptiste and Outerovitch, Robinson and Amadon, Bernard},
  journal = prb,
  volume = {103},
  issue = {4},
  pages = {045113},
  numpages = {15},
  year = {2021},
  month = {Jan},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.103.045113},
  url = {https://link.aps.org/doi/10.1103/PhysRevB.103.045113}
}

@article{Haule2015,
  title = {Free Energy from Stationary Implementation of the $\mathrm{DFT}+\mathrm{DMFT}$ Functional},
  author = {Haule, Kristjan and Birol, Turan},
  journal = {Phys. Rev. Lett.},
  volume = {115},
  issue = {25},
  pages = {256402},
  numpages = {6},
  year = {2015},
  month = {Dec},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevLett.115.256402},
  url = {https://link.aps.org/doi/10.1103/PhysRevLett.115.256402}
}

@article{Outerovitch2023,
  title = {Electronic interaction ${U}_{pp}$ on oxygen $p$ orbitals in oxides: Role of correlated orbitals on the example of \ce{UO2} and \ce{TiO2}},
  author = {Outerovitch, Robinson and Amadon, Bernard},
  journal = prb,
  volume = {107},
  issue = {23},
  pages = {235126},
  numpages = {13},
  year = {2023},
  month = {Jun},
  publisher = {American Physical Society},
  doi = {10.1103/PhysRevB.107.235126},
  url = {https://link.aps.org/doi/10.1103/PhysRevB.107.235126}
}

@article{Aichhorn2016,
    title = {TRIQS/DFTTools: A TRIQS application for ab initio calculations of correlated materials},
    journal = cpc,
    volume = {204},
    pages = {200-208},
    year = {2016},
    issn = {0010-4655},
    doi = {https://doi.org/10.1016/j.cpc.2016.03.014},
    url = {https://www.sciencedirect.com/science/article/pii/S0010465516300728},
    author = {Markus Aichhorn and Leonid Pourovskii and Priyanka Seth and Veronica Vildosola and Manuel Zingl and Oleg E. Peil and Xiaoyu Deng and Jernej Mravlje and Gernot J. Kraberger and Cyril Martins and Michel Ferrero and Olivier Parcollet},
    keywords = {Many-body physics, Strongly-correlated electrons, Dynamical mean-field theory,  calculations},
}

@article{Pizzi2020,
    doi = {10.1088/1361-648X/ab51ff},
    url = {https://dx.doi.org/10.1088/1361-648X/ab51ff},
    year = {2020},
    month = {jan},
    publisher = {IOP Publishing},
    volume = {32},
    number = {16},
    pages = {165902},
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@article{Vasilchenko2025,
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@article{Yu2024a,
  title = {Large-Language Models: {{The}} Game-Changers for Materials Science Research},
  shorttitle = {Large-Language Models},
  author = {Yu, Songlin and Ran, Nian and Liu, Jianjun},
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@misc{Zhu2024,
  title = {Large {{Language Models}} for {{Information Retrieval}}: {{A Survey}}},
  shorttitle = {Large {{Language Models}} for {{Information Retrieval}}},
  author = {Zhu, Yutao and Yuan, Huaying and Wang, Shuting and Liu, Jiongnan and Liu, Wenhan and Deng, Chenlong and Chen, Haonan and Liu, Zheng and Dou, Zhicheng and Wen, Ji-Rong},
  year = {2024},
  eprint = {2308.07107},
  eprinttype = {arXiv},
  doi = {10.48550/arXiv.2308.07107},
  url = {https://arxiv.org/abs/2308.07107},

}

@misc{Zhao2024,
  title = {Retrieval {{Augmented Generation}} ({{RAG}}) and {{Beyond}}: {{A Comprehensive Survey}} on {{How}} to {{Make}} Your {{LLMs}} Use {{External Data More Wisely}}},
  shorttitle = {Retrieval {{Augmented Generation}} ({{RAG}}) and {{Beyond}}},
  author = {Zhao, Siyun and Yang, Yuqing and Wang, Zilong and He, Zhiyuan and Qiu, Luna K. and Qiu, Lili},
  year = {2024},
  eprint = {2409.14924},
  eprinttype = {arXiv},
  eprintclass = {cs},
  optdoi = {10.48550/arXiv.2409.14924},
  url = {https://arxiv.org/abs/2409.14924},

}

@misc{Gao2024,
  title = {Retrieval-{{Augmented Generation}} for {{Large Language Models}}: {{A Survey}}},
  shorttitle = {Retrieval-{{Augmented Generation}} for {{Large Language Models}}},
  author = {Gao, Yunfan and Xiong, Yun and Gao, Xinyu and Jia, Kangxiang and Pan, Jinliu and Bi, Yuxi and Dai, Yi and Sun, Jiawei and Wang, Meng and Wang, Haofen},
  year = {2024},
  eprint = {2312.10997},
  eprinttype = {arXiv},
  doi = {10.48550/arXiv.2312.10997},
  url = {https://arxiv.org/abs/2312.10997},

}

@misc{Zimmermann2024,
  title = {Reflections from the 2024 {{Large Language Model}} ({{LLM}}) {{Hackathon}} for {{Applications}} in {{Materials Science}} and {{Chemistry}}},
  author = {Zimmermann, Yoel and Bazgir, Adib and Afzal, Zartashia and Agbere, Fariha and Ai, Qianxiang and Alampara, Nawaf and Al-Feghali, Alexander and Ansari, Mehrad and Antypov, Dmytro and Aswad, Amro and Bai, Jiaru and Baibakova, Viktoriia and Biswajeet, Devi Dutta and Bitzek, Erik and Bocarsly, Joshua D. and Borisova, Anna and Bran, Andres M. and Brinson, L. Catherine and Calderon, Marcel Moran and Canalicchio, Alessandro and Chen, Victor and Chiang, Yuan and Circi, Defne and Charmes, Benjamin and Chaudhary, Vikrant and Chen, Zizhang and Chiu, Min-Hsueh and Clymo, Judith and Dabhadkar, Kedar and Daelman, Nathan and Datar, Archit and Evans, Matthew L. and Fard, Maryam Ghazizade and Fisicaro, Giuseppe and Gangan, Abhijeet Sadashiv and George, Janine and Gonzalez, Jose D. Cojal and G\"{o}tte, Michael and Gupta, Ankur K. and Harb, Hassan and Hong, Pengyu and Ibrahim, Abdelrahman and Ilyas, Ahmed and Imran, Alishba and Ishimwe, Kevin and Issa, Ramsey and Jablonka, Kevin Maik and Jones, Colin and Josephson, Tyler R. and Juhasz, Greg and Kapoor, Sarthak and Kang, Rongda and Khalighinejad, Ghazal and Khan, Sartaaj and Klawohn, Sascha and Kuman, Suneel and Ladines, Alvin Noe and Leang, Sarom and Lederbauer, Magdalena and Liao, Sheng-Lun Mark and Liu, Hao and Liu, Xuefeng and Lo, Stanley and Madireddy, Sandeep and Maharana, Piyush Ranjan and Maheshwari, Shagun and Mahjoubi, Soroush and Márquez, José A. and Mills, Rob and Mohanty, Trupti and Mohr, Bernadette and Moosavi, Seyed Mohamad and Mo\ss{}hammer, Alexander and Naghdi, Amirhossein D. and Naik, Aakash and Narykov, Oleksandr and N\"{a}sstr\"{o}m, Hampus and Nguyen, Xuan Vu and Ni, Xinyi and O'Connor, Dana and Olayiwola, Teslim and Ottomano, Federico and Ozhan, Aleyna Beste and Pagel, Sebastian and Parida, Chiku and Park, Jaehee and Patel, Vraj and Patyukova, Elena and Petersen, Martin Hoffmann and Pinto, Luis and Pizarro, Jos\'{e} M. and Plessers, Dieter and Pradhan, Tapashree and Pratiush, Utkarsh and Puli, Charishma and Qin, Andrew and Rajabi, Mahyar and Ricci, Francesco and Risch, Elliot and R\'{i}os-Garc\'{i}a, Martiño and Roy, Aritra and Rug, Tehseen and Sayeed, Hasan M. and Scheidgen, Markus and Schilling-Wilhelmi, Mara and Schloz, Marcel and Sch\"{o}ppach, Fabian and Schumann, Julia and Schwaller, Philippe and Schwarting, Marcus and Sharlin, Samiha and Shen, Kevin and Shi, Jiale and Si, Pradip and D'Souza, Jennifer and Sparks, Taylor and Sudhakar, Suraj and Talirz, Leopold and Tang, Dandan and Taran, Olga and Terboven, Carla and Tropin, Mark and Tsymbal, Anastasiia and Ueltzen, Katharina and Unzueta, Pablo Andres and Vasan, Archit and Vinchurkar, Tirtha and Vo, Trung and Vogel, Gabriel and V\"{o}lker, Christoph and Weinreich, Jan and Yang, Faradawn and Zaki, Mohd and Zhang, Chi and Zhang, Sylvester and Zhang, Weijie and Zhu, Ruijie and Zhu, Shang and Janssen, Jan and Foster, Ian and Blaiszik, Ben},
  year = {2024},
  eprint = {2411.15221},
  eprinttype = {arXiv},
  doi = {10.48550/arXiv.2411.15221},
  url = {https://arxiv.org/abs/2411.15221},
}

@article{Bran2024,
  title = {Augmenting Large Language Models with Chemistry Tools},
  author = {M. Bran, Andres and Cox, Sam and Schilter, Oliver and Baldassari, Carlo and White, Andrew D. and Schwaller, Philippe},
  year = {2024},
  journal = {Nature Machine Intelligence},
  shortjournal = {Nat Mach Intell},
  volume = {6},
  number = {5},
  pages = {525--535},
  publisher = {Nature Publishing Group},
  issn = {2522-5839},
  optdoi = {10.1038/s42256-024-00832-8},
  url = {https://www.nature.com/articles/s42256-024-00832-8},
}

@misc{Miret2024,
  title = {Are {{LLMs Ready}} for {{Real-World Materials Discovery}}?},
  author = {Miret, Santiago and Krishnan, N. M. Anoop},
  year = {2024},
  eprint = {2402.05200},
  eprinttype = {arXiv},
  journal = {arxiv},
  optdoi = {10.48550/arXiv.2402.05200},
  url = {https://arxiv.org/abs/2402.05200},

}

@misc{Chiang2024,
  title = {{{LLaMP}}: {{Large Language Model Made Powerful}} for {{High-fidelity Materials Knowledge Retrieval}} and {{Distillation}}},
  shorttitle = {{{LLaMP}}},
  author = {Chiang, Yuan and Hsieh, Elvis and Chou, Chia-Hong and Riebesell, Janosh},
  year = {2024},
  eprint = {2401.17244},
  eprinttype = {arXiv},
  doi = {10.48550/arXiv.2401.17244},
  url = {https://arxiv.org/abs/2401.17244},
}

@misc{Chiang2025,
  title = {{LangSim}},
  url = {https://github.com/jan-janssen/LangSim/blob/main/notebooks/demonstration.ipynb},
howpublished = {\url{https://github.com/jan-janssen/LangSim/blob/main/notebooks/demonstration.ipynb}},
  year = {2025},
  author = {Chiang, Yuan and Fisicaro, Giuseppe and Janssen, Jan and Juhasz, Greg and Leang, Sarom and Mohr, Bernadette and Pratiush, Utkarsh and Ricci, Francesco and Talirz, Leopold and Unzueta, Pablo Andres and Vo, Trung and Vogel, Gabriel and Zondagh, Luke and Pagel, Sebastian},
}

@misc{Zhou2025,
  title = {Toward {{Greater Autonomy}} in {{Materials Discovery Agents}}: {{Unifying Planning}}, {{Physics}}, and {{Scientists}}},
  shorttitle = {Toward {{Greater Autonomy}} in {{Materials Discovery Agents}}},
  author = {Zhou, Lianhao and Ling, Hongyi and Yan, Keqiang and Zhao, Kaiji and Qian, Xiaoning and Arróyave, Raymundo and Qian, Xiaofeng and Ji, Shuiwang},
  year = {2025},
  url = {https://arxiv.org/abs/2506.05616v2},
  urldate = {2025-06-19},
}

@misc{Wang2025,
  title = {{{DREAMS}}: {{Density Functional Theory Based Research Engine}} for {{Agentic Materials Simulation}}},
  shorttitle = {{{DREAMS}}},
  author = {Wang, Ziqi and Huang, Hongshuo and Zhao, Hancheng and Xu, Changwen and Zhu, Shang and Janssen, Jan and Viswanathan, Venkatasubramanian},
  year = {2025},
  eprint = {2507.14267},
  eprinttype = {arXiv},
  eprintclass = {cs},
  doi = {10.48550/arXiv.2507.14267},
  url = {https://arxiv.org/abs/2507.14267},
}

@article{Jablonka2023,
  title = {14 Examples of How {{LLMs}} Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon},
  author = {Jablonka, Kevin Maik and Ai, Qianxiang and Al-Feghali, Alexander and Badhwar, Shruti and Bocarsly, Joshua D. and Bran, Andres M. and Bringuier, Stefan and Brinson, L. Catherine and Choudhary, Kamal and Circi, Defne and Cox, Sam and de Jong, Wibe A. and Evans, Matthew L. and Gastellu, Nicolas and Genzling, Jerome and Gil, María Victoria and Gupta, Ankur K. and Hong, Zhi and Imran, Alishba and Kruschwitz, Sabine and Labarre, Anne and Lála, Jakub and Liu, Tao and Ma, Steven and Majumdar, Sauradeep and Merz, Garrett W. and Moitessier, Nicolas and Moubarak, Elias and Mouriño, Beatriz and Pelkie, Brenden and Pieler, Michael and Ramos, Mayk Caldas and Rankovi\'{c}, Bojana and Rodriques, Samuel G. and Sanders, Jacob N. and Schwaller, Philippe and Schwarting, Marcus and Shi, Jiale and Smit, Berend and Smith, Ben E. and Herck, Joren Van and V\"{o}lker, Christoph and Ward, Logan and Warren, Sean and Weiser, Benjamin and Zhang, Sylvester and Zhang, Xiaoqi and Zia, Ghezal Ahmad and Scourtas, Aristana and Schmidt, K. J. and Foster, Ian and White, Andrew D. and Blaiszik, Ben},
  year = {2023},
  journal = {Digital Discovery},
  volume = {2},
  number = {5},
  pages = {1233--1250},
  publisher = {RSC},
  issn = {2635-098X},
  doi = {10.1039/D3DD00113J},
  url = {https://pubs.rsc.org/en/content/articlelanding/2023/dd/d3dd00113j},
}

@misc{AI4Science2023,
  title = {The {{Impact}} of {{Large Language Models}} on {{Scientific Discovery}}: A {{Preliminary Study}} Using {{GPT-4}}},
  shorttitle = {The {{Impact}} of {{Large Language Models}} on {{Scientific Discovery}}},
  author = {{AI4Science} and {Microsoft Research \& Quantum} and {Microsoft Azure}},
OPTIONS={uniquename=full},
  year = {2023},
  eprint = {2311.07361},
  eprinttype = {arXiv},
  eprintclass = {cs},
  journal = {arxiv},
  url = {https://arxiv.org/abs/2311.07361},
}

@article{Han2018,
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}

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}

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@article{Royo2021,
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}

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