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Volume 11 Issue 2
Mar.  2026
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Article Contents
Moldabekov Zhandos A., Shao Xuecheng, Bellenbaum Hannah M., Ma Cheng, Mi Wenhui, Schwalbe Sebastian, Vorberger Jan, Dornheim Tobias. Ab initio density functional theory approach to warm dense hydrogen: From density response to electronic correlations[J]. Matter and Radiation at Extremes, 2026, 11(2): 025401. doi: 10.1063/5.0297301
Citation: Moldabekov Zhandos A., Shao Xuecheng, Bellenbaum Hannah M., Ma Cheng, Mi Wenhui, Schwalbe Sebastian, Vorberger Jan, Dornheim Tobias. Ab initio density functional theory approach to warm dense hydrogen: From density response to electronic correlations[J]. Matter and Radiation at Extremes, 2026, 11(2): 025401. doi: 10.1063/5.0297301

Ab initio density functional theory approach to warm dense hydrogen: From density response to electronic correlations

doi: 10.1063/5.0297301
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  • Corresponding author: a)Authors to whom correspondence should be addressed: z.moldabekov@hzdr.de and t.dornheim@hzdr.de
  • Received Date: 2025-08-19
  • Accepted Date: 2025-11-13
  • Available Online: 2026-05-11
  • Publish Date: 2026-03-01
  • Understanding the properties of warm dense hydrogen is of key importance for the modeling of compact astrophysical objects and to understand and further optimize inertial confinement fusion applications. The workhorse of warm dense matter theory is thermal density functional theory (DFT), which, however, suffers from two limitations: (i) its accuracy can depend on the utilized exchange–correlation functional, which has to be approximated, and (ii) it is generally limited to single-electron properties such as the density distribution. Here, we present a new ansatz combining time-dependent DFT results for the dynamic structure factor See( q , ω) with static DFT results for the density response. This allows us to estimate the electron–electron static structure factor See( q ) of warm dense hydrogen with high accuracy over a broad range of densities and temperatures. In addition to its value for the study of warm dense matter, our work opens up new avenues for the future study of electronic correlations exclusively within the framework of DFT for a host of applications.
  • Conflict of Interest
    The authors have no conflicts to disclose.
    Zhandos A. Moldabekov: Conceptualization (lead); Data curation (lead); Formal analysis (lead); Investigation (lead); Methodology (lead); Software (equal); Visualization (lead); Writing – original draft (equal). Xuecheng Shao: Data curation (supporting); Formal analysis (supporting); Methodology (equal); Software (equal); Writing – original draft (supporting). Hannah M. Bellenbaum: Data curation (supporting); Formal analysis (supporting); Software (supporting); Writing – original draft (supporting). Cheng Ma: Data curation (supporting); Formal analysis (supporting); Software (supporting); Writing – original draft (supporting). Wenhui Mi: Data curation (supporting); Formal analysis (supporting); Software (supporting); Writing – original draft (supporting). Sebastian Schwalbe: Data curation (supporting); Formal analysis (supporting); Methodology (supporting); Software (supporting); Writing – original draft (supporting). Jan Vorberger: Data curation (supporting); Formal analysis (supporting); Methodology (supporting); Software (supporting); Writing – original draft (supporting). Tobias Dornheim: Data curation (equal); Formal analysis (equal); Funding acquisition (lead); Investigation (equal); Methodology (equal); Resources (lead); Software (equal); Writing – original draft (equal).
    Author Contributions
    The data that support the findings of this study are openly available in RODARE at https://doi.org/10.14278/rodare.4152.
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  • [1]
    G. Giuliani and G. Vignale, Quantum Theory of the Electron Liquid (Cambridge University Press, Cambridge, 2008).
    [2]
    [3]
    Frontiers and Challenges in Warm Dense Matter, edited by F. Graziani, M. P. Desjarlais, R. Redmer, and S. B. Trickey (Springer, International Publishing, 2014).
    [4]
    V. E. Fortov, “Extreme states of matter on earth and in space,” Phys.-Usp. 52, 615–647 (2009).10.3367/ufne.0179.200906h.0653
    [5]
    R. P. Drake, High-Energy-Density Physics: Foundation of Inertial Fusion and Experimental Astrophysics, Graduate Texts in Physics (Springer International Publishing, 2018).
    [6]
    A. Benuzzi-Mounaix, S. Mazevet, A. Ravasio, T. Vinci, A. Denoeud et al., “Progress in warm dense matter study with applications to planetology,” Phys. Scr. 2014, 014060 (2014).10.1088/0031-8949/2014/t161/014060
    [7]
    T. Guillot, Y. Miguel, B. Militzer, W. B. Hubbard, Y. Kaspi et al., “A suppression of differential rotation in Jupiter’s deep interior,” Nature 555, 227–230 (2018).10.1038/nature25775
    [8]
    D. Kraus, A. Ravasio, M. Gauthier, D. O. Gericke, J. Vorberger et al., “Nanosecond formation of diamond and lonsdaleite by shock compression of graphite,” Nat. Commun. 7, 10970 (2016).10.1038/ncomms10970
    [9]
    D. Kraus, J. Vorberger, A. Pak, N. J. Hartley, L. B. Fletcher et al., “Formation of diamonds in laser-compressed hydrocarbons at planetary interior conditions,” Nat. Astron. 1, 606–611 (2017).10.1038/s41550-017-0219-9
    [10]
    R. Betti and O. A. Hurricane, “Inertial-confinement fusion with lasers,” Nat. Phys. 12, 435–448 (2016).10.1038/nphys3736
    [11]
    O. A. Hurricane, P. K. Patel, R. Betti, D. H. Froula, S. P. Regan et al., “Physics principles of inertial confinement fusion and U.S. program overview,” Rev. Mod. Phys. 95, 025005 (2023).10.1103/revmodphys.95.025005
    [12]
    S. X. Hu, B. Militzer, V. N. Goncharov, and S. Skupsky, “First-principles equation-of-state table of deuterium for inertial confinement fusion applications,” Phys. Rev. B 84, 224109 (2011).10.1103/physrevb.84.224109
    [13]
    H. Abu-Shawareb, R. Acree, P. Adams, J. Adams, B. Addis et al., “Achievement of target gain larger than unity in an inertial fusion experiment,” Phys. Rev. Lett. 132, 065102 (2024).10.1103/physrevlett.132.065102
    [14]
    A. B. Zylstra, O. A. Hurricane, D. A. Callahan, A. L. Kritcher, J. E. Ralph et al., “Burning plasma achieved in inertial fusion,” Nature 601, 542–548 (2022).10.1038/s41586-021-04281-w
    [15]
    C. A. Williams, R. Betti, V. Gopalaswamy, J. P. Knauer, C. J. Forrest et al., “Demonstration of hot-spot fuel gain exceeding unity in direct-drive inertial confinement fusion implosions,” Nat. Phys. 20, 758–764 (2024).10.1038/s41567-023-02363-2
    [16]
    D. Batani, A. Colaïtis, F. Consoli, C. N. Danson, L. A. Gizzi et al., “Future for inertial-fusion energy in Europe: A roadmap,” High Power Laser Sci. Eng. 11, e83 (2023).10.1017/hpl.2023.80
    [17]
    M. Bonitz, T. Dornheim, Zh. A. Moldabekov, S. Zhang, P. Hamann et al., “Ab initio simulation of warm dense matter,” Phys. Plasmas 27, 042710 (2020).10.1063/1.5143225
    [18]
    M. Bonitz, J. Vorberger, M. Bethkenhagen, M. P. Böhme, D. M. Ceperley et al., “Toward first principles-based simulations of dense hydrogen,” Phys. Plasmas 31, 110501 (2024).10.1063/5.0219405
    [19]
    N. D. Mermin, “Thermal properties of the inhomogeneous electron gas,” Phys. Rev. 137, A1441–A1443 (1965).10.1103/physrev.137.a1441
    [20]
    V. V. Karasiev, T. Sjostrom, J. Dufty, and S. B. Trickey, “Accurate homogeneous electron gas exchange-correlation free energy for local spin-density calculations,” Phys. Rev. Lett. 112, 076403 (2014).10.1103/physrevlett.112.076403
    [21]
    S. Groth, T. Dornheim, T. Sjostrom, F. D. Malone, W. M. C. Foulkes et al., “Ab initio exchange-correlation free energy of the uniform electron gas at warm dense matter conditions,” Phys. Rev. Lett. 119, 135001 (2017).10.1103/physrevlett.119.135001
    [22]
    V. V. Karasiev, J. W. Dufty, and S. B. Trickey, “Nonempirical semilocal free-energy density functional for matter under extreme conditions,” Phys. Rev. Lett. 120, 076401 (2018).10.1103/physrevlett.120.076401
    [23]
    V. V. Karasiev, D. I. Mihaylov, and S. X. Hu, “Meta-GGA exchange-correlation free energy density functional to increase the accuracy of warm dense matter simulations,” Phys. Rev. B 105, L081109 (2022).10.1103/physrevb.105.l081109
    [24]
    [25]
    T. Sjostrom and J. Daligault, “Gradient corrections to the exchange-correlation free energy,” Phys. Rev. B 90, 155109 (2014).10.1103/physrevb.90.155109
    [26]
    V. V. Karasiev, L. Calderín, and S. B. Trickey, “Importance of finite-temperature exchange correlation for warm dense matter calculations,” Phys. Rev. E 93, 063207 (2016).10.1103/physreve.93.063207
    [27]
    K. Ramakrishna, T. Dornheim, and J. Vorberger, “Influence of finite temperature exchange-correlation effects in hydrogen,” Phys. Rev. B 101, 195129 (2020).10.1103/physrevb.101.195129
    [28]
    Z. Moldabekov, J. Vorberger, and T. Dornheim, “From density response to energy functionals and back: An ab initio perspective on matter under extreme conditions,” Prog. Part. Nucl. Phys. 140, 104144 (2025).10.1016/j.ppnp.2024.104144
    [29]
    Z. Moldabekov, S. Schwalbe, M. P. Böhme, J. Vorberger, X. Shao et al., “Bound-state breaking and the importance of thermal exchange–correlation effects in warm dense hydrogen,” J. Chem. Theor. Comput. 20, 68–78 (2024).10.1021/acs.jctc.3c00934
    [30]
    Z. A. Moldabekov, M. Lokamani, J. Vorberger, A. Cangi, and T. Dornheim, “Assessing the accuracy of hybrid exchange-correlation functionals for the density response of warm dense electrons,” J. Chem. Phys. 158, 094105 (2023).10.1063/5.0135729
    [31]
    Z. Moldabekov, M. Böhme, J. Vorberger, D. Blaschke, and T. Dornheim, “Ab initio static exchange–correlation kernel across Jacob’s ladder without functional derivatives,” J. Chem. Theor. Comput. 19, 1286–1299 (2023).10.1021/acs.jctc.2c01180
    [32]
    Z. A. Moldabekov, S. Schwalbe, T. Gawne, T. R. Preston, J. Vorberger et al., “Applying the Liouville–Lanczos method of time-dependent density-functional theory to warm dense matter,” Matter Radiat. Extremes 10, 047601 (2025).10.1063/5.0263947
    [33]
    Z. Moldabekov, J. Vorberger, and T. Dornheim, “Density functional theory perspective on the nonlinear response of correlated electrons across temperature regimes,” J. Chem. Theor. Comput. 18, 2900–2912 (2022).10.1021/acs.jctc.2c00012
    [34]
    T. Dornheim, Z. A. Moldabekov, K. Ramakrishna, P. Tolias, A. D. Baczewski et al., “Electronic density response of warm dense matter,” Phys. Plasmas 30, 032705 (2023).10.1063/5.0138955
    [35]
    S. Moroni, D. M. Ceperley, and G. Senatore, “Static response from quantum Monte Carlo calculations,” Phys. Rev. Lett. 69, 1837 (1992).10.1103/physrevlett.69.1837
    [36]
    T. Dornheim, S. Schwalbe, P. Tolias, M. P. Böhme, Z. A. Moldabekov et al., “Ab initio density response and local field factor of warm dense hydrogen,” Matter Radiat. Extremes 9, 057401 (2024).10.1063/5.0211407
    [37]
    T. Dornheim, S. Schwalbe, M. P. Böhme, Z. A. Moldabekov, J. Vorberger et al., “Ab initio path integral Monte Carlo simulations of warm dense two-component systems without fixed nodes: Structural properties,” J. Chem. Phys. 160, 164111 (2024).10.1063/5.0206787
    [38]
    H. M. Bellenbaum, M. P. Böhme, M. Bonitz, T. Döppner, L. B. Fletcher et al., “Estimating ionization states and continuum lowering from ab initio path integral Monte Carlo simulations for warm dense hydrogen,” Phys. Rev. Res. 7, 033016 (2025).10.1103/9d7r-1xbm
    [39]
    T. Dornheim, “Fermion sign problem in path integral Monte Carlo simulations: Quantum dots, ultracold atoms, and warm dense matter,” Phys. Rev. E 100, 023307 (2019).10.1103/physreve.100.023307
    [40]
    M. Troyer and U. J. Wiese, “Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations,” Phys. Rev. Lett. 94, 170201 (2005).10.1103/physrevlett.94.170201
    [41]
    S. H. Glenzer and R. Redmer, “X-ray Thomson scattering in high energy density plasmas,” Rev. Mod. Phys. 81, 1625 (2009).10.1103/revmodphys.81.1625
    [42]
    T. Dornheim, T. Döppner, A. D. Baczewski, P. Tolias, M. P. Böhme et al., “X-ray Thomson scattering absolute intensity from the f-sum rule in the imaginary-time domain,” Sci. Rep. 14, 14377 (2024).10.1038/s41598-024-64182-6
    [43]
    J. Sheffield, D. Froula, S. H. Glenzer, and N. C. Luhmann, Plasma Scattering of Electromagnetic Radiation: Theory and Measurement Techniques (Elsevier Science, 2010).
    [44]
    T. Dornheim, T. Döppner, P. Tolias, M. P. Böhme, L. B. Fletcher et al., “Unraveling electronic correlations in warm dense quantum plasmas,” Nat. Commun. 16, 5103 (2025).10.1038/s41467-025-60278-3
    [45]
    M. Fuchs and X. Gonze, “Accurate density functionals: Approaches using the adiabatic-connection fluctuation-dissipation theorem,” Phys. Rev. B 65, 235109 (2002).10.1103/physrevb.65.235109
    [46]
    A. Pribram-Jones, P. E. Grabowski, and K. Burke, “Thermal density functional theory: Time-dependent linear response and approximate functionals from the fluctuation-dissipation theorem,” Phys. Rev. Lett. 116, 233001 (2016).10.1103/physrevlett.116.233001
    [47]
    A. Ruzsinszky, N. K. Nepal, J. M. Pitarke, and J. P. Perdew, “Constraint-based wave vector and frequency dependent exchange-correlation kernel of the uniform electron gas,” Phys. Rev. B 101, 245135 (2020).10.1103/physrevb.101.245135
    [48]
    M. Panholzer, M. Gatti, and L. Reining, “Nonlocal and nonadiabatic effects in the charge-density response of solids: A time-dependent density-functional approach,” Phys. Rev. Lett. 120, 166402 (2018).10.1103/physrevlett.120.166402
    [49]
    T. Dornheim, P. Tolias, F. Kalkavouras, Z. A. Moldabekov, and J. Vorberger, “Dynamic exchange correlation effects in the strongly coupled electron liquid,” Phys. Rev. B 110, 075137 (2024).10.1103/physrevb.110.075137
    [50]
    J. Koskelo, L. Reining, and M. Gatti, “Short-range excitonic phenomena in low-density metals,” Phys. Rev. Lett. 134, 046402 (2025).10.1103/PhysRevLett.134.046402
    [51]
    T. Dornheim, Z. A. Moldabekov, P. Tolias, M. Böhme, and J. Vorberger, “Physical insights from imaginary-time density–density correlation functions,” Matter Radiat. Extremes 8, 056601 (2023).10.1063/5.0149638
    [52]
    M. Schörner, M. Bethkenhagen, T. Döppner, D. Kraus, L. B. Fletcher et al., “X-ray Thomson scattering spectra from density functional theory molecular dynamics simulations based on a modified Chihara formula,” Phys. Rev. E 107, 065207 (2023).10.1103/physreve.107.065207
    [53]
    T. Dornheim, M. Böhme, D. Kraus, T. Döppner, T. R. Preston et al., “Accurate temperature diagnostics for matter under extreme conditions,” Nat. Commun. 13, 7911 (2022).10.1038/s41467-022-35578-7
    [54]
    T. Dornheim, M. P. Böhme, D. A. Chapman, D. Kraus, T. R. Preston et al., “Imaginary-time correlation function thermometry: A new, high-accuracy and model-free temperature analysis technique for x-ray Thomson scattering data,” Phys. Plasmas 30, 042707 (2023).10.1063/5.0139560
    [55]
    [56]
    T. Dornheim, J. Vorberger, Z. A. Moldabekov, and M. Böhme, “Analysing the dynamic structure of warm dense matter in the imaginary-time domain: theoretical models and simulations,” Philos. Trans. R. Soc., A 381, 20220217 (2023).10.1098/rsta.2022.0217
    [57]
    J. Vorberger and D. O. Gericke, “Ab initio approach to model x-ray diffraction in warm dense matter,” Phys. Rev. E 91, 033112 (2015).10.1103/physreve.91.033112
    [58]
    T. Dornheim, H. M. Bellenbaum, M. Bethkenhagen, S. B. Hansen, M. P. Böhme et al., “Model-free Rayleigh weight from x-ray Thomson scattering measurements,” Phys. Plasmas 32, 052712 (2025).10.1063/5.0238630
    [59]
    J. Chihara, “Difference in x-ray scattering between metallic and non-metallic liquids due to conduction electrons,” J. Phys. F: Met. Phys. 17, 295–304 (1987).10.1088/0305-4608/17/2/002
    [60]
    G. Gregori, S. H. Glenzer, W. Rozmus, R. W. Lee, and O. L. Landen, “Theoretical model of x-ray scattering as a dense matter probe,” Phys. Rev. E 67, 026412 (2003).10.1103/physreve.67.026412
    [61]
    J. P. Perdew, K. Burke, and M. Ernzerhof, “Generalized gradient approximation made simple,” Phys. Rev. Lett. 77, 3865–3868 (1996).10.1103/physrevlett.77.3865
    [62]
    U. Zastrau, P. Sperling, M. Harmand, A. Becker, T. Bornath et al., “Resolving ultrafast heating of dense cryogenic hydrogen,” Phys. Rev. Lett. 112, 105002 (2014).10.1103/physrevlett.112.105002
    [63]
    L. B. Fletcher, J. Vorberger, W. Schumaker, C. Ruyer, S. Goede et al., “Electron-ion temperature relaxation in warm dense hydrogen observed with picosecond resolved x-ray scattering,” Front. Phys. 10, 838524 (2022).10.3389/fphy.2022.838524
    [64]
    B. Militzer and D. M. Ceperley, “Path integral monte carlo simulation of the low-density hydrogen plasma,” Phys. Rev. E 63, 066404 (2001).10.1103/physreve.63.066404
    [65]
    M. Böhme, Z. A. Moldabekov, J. Vorberger, and T. Dornheim, “Static electronic density response of warm dense hydrogen: Ab initio path integral Monte Carlo simulations,” Phys. Rev. Lett. 129, 066402 (2022).10.1103/PhysRevLett.129.066402
    [66]
    T. Dornheim, S. Groth, and M. Bonitz, “The uniform electron gas at warm dense matter conditions,” Phys. Rep. 744, 1–86 (2018).10.1016/j.physrep.2018.04.001
    [67]
    T. Dornheim, A. Cangi, K. Ramakrishna, M. Böhme et al., “Effective static approximation: A fast and reliable tool for warm-dense matter theory,” Phys. Rev. Lett. 125, 235001 (2020).10.1103/physrevlett.125.235001
    [68]
    A. A. Kugler, “Bounds for some equilibrium properties of an electron gas,” Phys. Rev. A. 1, 1688 (1970).10.1103/physreva.1.1688
    [69]
    S. Chiesa, D. M. Ceperley, R. M. Martin, and M. Holzmann, “Finite-size error in many-body simulations with long-range interactions,” Phys. Rev. Lett. 97, 076404 (2006).10.1103/physrevlett.97.076404
    [70]
    T. Dornheim, S. Groth, T. Sjostrom, F. D. Malone, W. M. C. Foulkes et al., “Ab initio quantum Monte Carlo simulation of the warm dense electron gas in the thermodynamic limit,” Phys. Rev. Lett. 117, 156403 (2016).10.1103/physrevlett.117.156403
    [71]
    N. D. Drummond, R. J. Needs, A. Sorouri, and W. M. C. Foulkes, “Finite-size errors in continuum quantum Monte Carlo calculations,” Phys. Rev. B 78, 125106 (2008).10.1103/physrevb.78.125106
    [72]
    M. Holzmann, R. C. Clay, M. A. Morales, N. M. Tubman, D. M. Ceperley et al., “Theory of finite size effects for electronic quantum Monte Carlo calculations of liquids and solids,” Phys. Rev. B 94, 035126 (2016).10.1103/physrevb.94.035126
    [73]
    T. Dornheim and J. Vorberger, “Overcoming finite-size effects in electronic structure simulations at extreme conditions,” J. Chem. Phys. 154, 144103 (2021).10.1063/5.0045634
    [74]
    P. Tolias, F. Kalkavouras, and T. Dornheim, “Fourier–Matsubara series expansion for imaginary–time correlation functions,” J. Chem. Phys. 160, 181102 (2024).10.1063/5.0211814
    [75]
    T. Döppner, M. Bethkenhagen, D. Kraus, P. Neumayer, D. A. Chapman et al., “Observing the onset of pressure-driven k-shell delocalization,” Nature 618, 270–275 (2023).10.1038/s41586-023-05996-8
    [76]
    [77]
    H. Poole, M. K. Ginnane, M. Millot, H. M. Bellenbaum, G. W. Collins et al., “Multimessenger measurements of the static structure of shock-compressed liquid silicon at 100 GPa,” Phys. Rev. Res. 6, 023144 (2024).10.1103/physrevresearch.6.023144
    [78]
    D. Kraus, B. Bachmann, B. Barbrel, R. W. Falcone, L. B. Fletcher et al., “Characterizing the ionization potential depression in dense carbon plasmas with high-precision spectrally resolved x-ray scattering,” Plasma Phys. Controlled Fusion 61, 014015 (2019).10.1088/1361-6587/aadd6c
    [79]
    A. Pribram-Jones, S. Pittalis, E. K. U. Gross, and K. Burke, “Thermal density functional theory in context,” in Frontiers and Challenges in Warm Dense Matter, Lecture Notes in Computational Science and Engineering Vol. 96, edited by F. Graziani, M. Desjarlais, R. Redmer, and S. Trickey (Springer, Cham, 2014).10.1007/978-3-319-04912-0_2
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