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Article

Theoretical Design of Near-Infrared-Absorbing D-A-π-A Dyes with Modified Hagfeldt Donors: A DFT/TDDFT Study

1
Key Laboratory of Ecological Environment and Information Atlas (Fujian Provincial University), College of Environmental and Biological Engineering, Putian University, Putian 351100, China
2
Fujian Provincial Key Laboratory of Ecological Impacts and Treatment Technologies for Emerging Contaminants, College, of Environmental and Biological Engineering, Putian University, Putian 351100, China
3
Strait Institute of Flexible Electronic, Fujian Normal University, Fuzhou 350117, China
*
Author to whom correspondence should be addressed.
Int. J. Mol. Sci. 2026, 27(17), 7646; https://doi.org/10.3390/ijms27177646
Submission received: 14 August 2026 / Revised: 23 August 2026 / Accepted: 24 August 2026 / Published: 26 August 2026
(This article belongs to the Section Physical Chemistry and Chemical Physics)

Abstract

Dye-sensitized solar cells based on Hagfeldt donor sensitizers achieve high open-circuit voltages through effective suppression of interfacial charge recombination. However, their absorption remains largely confined to the visible region, which limits further gains in the photocurrent and overall efficiency. This study addresses the issue of spectral limitation by designing six D-A-π-A organic dyes, HJ101~HJ106. These dyes are derived from the reference sensitizer XY1 through systematic modification of the donor unit with anthracene and squaraine moieties combined with two benzothiadiazole-type auxiliary acceptors. Geometric structures, frontier molecular orbitals, absorption spectra, and excited-state charge transfer characteristics were investigated using density functional theory and time-dependent density functional theory. The results demonstrate that donor and acceptor modifications act synergistically to control the spectral direction and magnitude, with several dyes achieving pronounced redshifts extending into the near-infrared region while retaining thermodynamically favorable electron injection and regeneration driving forces. Among the designed structures, HJ106, which combines a squaraine-modified donor with a redshifting acceptor, exhibits the largest bathochromic shift and an extended excited-state lifetime. HJ105 delivers the highest molar extinction coefficient and light-harvesting efficiency. Collectively, these findings identify squaraine-based donor engineering as the most promising strategy for near-infrared-responsive Hagfeldt-type sensitizers. These findings offer practical structural guidance for the development of next-generation dye-sensitized solar cell sensitizers with broadened spectral coverage.

1. Introduction

The power conversion efficiency of dye-sensitized solar cells (DSSCs) is determined by three factors: the light-harvesting range, the charge-separation efficiency, and the suppression of interfacial recombination [1,2,3]. The optimization of these three factors concurrently poses a significant challenge: donor architectures that broaden the absorption spectrum frequently demonstrate suboptimal performance in the suppression of recombination, whereas donors that exhibit strong recombination-blocking capability tend to confine absorption to the visible region. This trade-off remains a central, unresolved issue in sensitizer design, and progress on any one front rarely translates automatically into an improvement in overall device efficiency. This is because gains in the photocurrent are frequently offset by losses in the open-circuit voltage (Voc) or long-term stability [1,2,3].
The Hagfeldt donor, constructed on a tetraalkoxy-substituted triarylamine framework, effectively suppresses interfacial charge recombination [4]. This results in Hagfeldt-based sensitizers, such as XY1/Y123, SM315, and LEG4/ADEKA-1, exhibiting notably high open-circuit voltages and long-term stability [5,6,7,8,9]. The bulky alkoxy chains projecting from the triarylamine core create a steric shell around the anchored dye layer, physically retarding the approach of the redox electrolyte to the injected electrons and thereby extending the electron lifetime well beyond what is achievable with conventional triphenylamine donors [4]. For instance, XY1 delivers a Voc of 1050 mV and a power conversion efficiency of 13.1% [5,6], whereas related architectures employing porphyrin and silyl-anchor collaborative sensitization strategies have pushed device efficiencies above 13% through similar recombination-suppression principles [7,8,9]. However, the absorption maximum of these Hagfeldt-donor dyes typically lies at approximately 500–550 nm, leaving the sensitizer largely unresponsive to near-infrared (NIR) photons, which carry a substantial fraction of solar energy. Consequently, the short-circuit current density and overall efficiency remain constrained by the narrow spectral window rather than by charge recombination losses. The Hagfeldt donor, however, successfully resolves the recombination problem without addressing narrow spectral coverage, which constitutes the first gap in this work.
Squaraine cores and anthracene units present two structurally distinct pathways for extending NIR absorption. Each pathway has a substantial and growing body of supporting literature [10,11,12,13,14,15,16,17]. The squaraine chromophore (see Figure 1a) consists of a four-membered oxocyclobutenylium core that is flanked by electron-rich donor moieties. This structural feature leads to the occurrence of pronounced intramolecular charge transfer and molar extinction coefficients that frequently exceed 10 to the fifth per million per centimeter. These values are considerably higher than those typical of conventional triarylamine dyes [11,12]. The central squaraine ring functions as a robust internal acceptor. Consequently, the electronic properties and conjugation length of the flanking donor groups can be tuned, enabling precise regulation of the absorption edge. By incorporating benzoindole and related fused heterocyclic moieties, extended or unsymmetrical squaraine architectures have been demonstrated to extend the absorption spectrum from the visible range to 750–900 nm [10,13]. Systematic structure–property studies have further demonstrated that the position of alkyl substituents, the selection of anchoring groups, and the degree of donor asymmetry within the squaraine framework can each independently modulate both the absorption maximum and the device power conversion efficiency, thereby underscoring the high structural tunability of this chromophore class relative to conventional D-π-A dyes [12,14]. These properties have led to a resurgence of interest in squaraine dyes, not only in photovoltaics but also in bioimaging and photodynamic applications, where their strong and tunable NIR absorption is similarly exploited [10].
As illustrated in Figure 1b, anthracene employs a mechanistically distinct approach to NIR extension. Its rigid, planar polycyclic aromatic backbone extends π-conjugation along the donor-bridge axis and enhances intramolecular charge transfer, resulting in a markedly greater difference in dipole moment between ground and excited states when paired with a cyanoacrylic acceptor [15]. As anthracene does not possess a pronounced electron-withdrawing character, its spectral effect is typically more moderate than that of squaraine. However, it is more readily incorporated into conventional donor–bridge–acceptor frameworks without compromising the overall push—pull architecture. Furthermore, anthracene-based conjugated polymers and small-molecule dyes exhibit tunable bandgaps and redshifted absorption through the modulation of the substituent pattern and degree of ring fusion [15]. As demonstrated in previous studies, the use of related quinoxaline-fused porphyrin sensitizers has shown that extending planar aromatic conjugation near the donor or bridge region can significantly shift absorption into the near-infrared range while retaining favorable injection energetics [16]. The direct combination of anthracene with a modified Hagfeldt donor has already proven to be a viable experimental approach. A double-anthracene sensitizer built on a modified Hagfeldt donor has been shown to achieve a power conversion efficiency that exceeds 10% under copper-based redox mediation. This outcome confirms that the steric bulk of the fused ring system can be accommodated within the Hagfeldt donor scaffold without compromising its recombination-suppressing function [17].
Consequently, both structural units demonstrate evident potential for synergy with the Hagfeldt donor. However, it should be noted that the current study has two significant limitations. First, the majority of investigations examine only one structural motif in isolation, either squaraine or anthracene [18,19,20], without a direct, systematic comparison of the two strategies within the same donor scaffold and the same computational framework. This methodological shortcoming makes it difficult to judge which approach offers a more favorable balance between spectral extension and structural or electronic penalty. Second, theoretical treatment of the structure—property relationship at the density functional level remains limited for both chromophore families. Typically, the auxiliary acceptor unit is held fixed in existing designs, leaving the coupling between donor modification and acceptor strength largely unexamined.
The novelty of the present study lies in preserving the recombination-suppressing advantage of the Hagfeldt donor while starting from the XY1 scaffold shown in Figure 1c, replacing the phenyl unit within the donor with either a squaraine derivative or an anthracene moiety, and additionally incorporating two benzothiadiazole auxiliary acceptors of differing electronic strength. This process results in the generation of three distinct donor variants: a phenyl reference, an anthracene-modified donor, and a squaraine-modified donor. Each of these donor variants is then paired with both acceptors, resulting in a total of six D-A-π-A dyes, designated HJ101~HJ106. The design’s integration of donor modification and acceptor variation within a unified computational framework enables the evaluation of these two NIR extension strategies under identical conditions. This approach elucidates their respective effects on the frontier orbital distribution, energy-level alignment, spectral redshift, and electron-injection driving force. Furthermore, it determines whether donor modification and acceptor strength act synergistically or antagonistically. The objective of this study is to utilize density functional theory (DFT) and time-dependent density functional theory (TDDFT) to establish structural criteria for sensitizers that exhibit a high open-circuit voltage in conjunction with NIR responsiveness. This approach directly addresses the fundamental question of which extension strategy, in conjunction with which acceptor strength, optimally balances the light-harvesting range against the charge-separation performance without compromising the recombination-suppressing benefit of the Hagfeldt donor. Since the cyanoacrylic acid anchor is identical across all six dyes and its well-established stable bidentate bridging adsorption on the semiconductor surface [21,22,23], the present calculations focus on isolated dye molecules, where the relative photovoltaic trends are expected to be preserved upon adsorption [24,25]. To minimize computational expense, all C8H17 groups on the donor were substituted with CH3O, and the C8H17 substituents in the π-bridge were replaced with CH3 throughout the DFT/TDDFT calculations, as illustrated in Figure 2.

2. Results and Discussion

2.1. Geometric Configuration

Table 1 provides a concise overview of the key bond lengths and dihedral angles of the optimized dye molecules. The spatial configuration of the donor, π-bridge, and acceptor units profoundly influences the orbital overlap and conjugation efficiency. Consequently, dihedral angle analysis offers preliminary insight into the molecular framework alterations resulting from anthracene substitution and squaraine substitution at the donor site relative to the XY1 dye and its benzene-donor analogs, HJ101 and HJ102.
The XY1 structure displays values of 34.2°, 9.9°, and 0.4°, which are consistent with a partially planar D-π-A backbone. The introduction of the 5,6-difluoro-2,1,3-benzothiadiazole (DFBTD) acceptor in HJ101 results in an increase in Φ1 to 42.3°, accompanied by a significant reduction in Φ2 to 0.3°. This observation suggests that the auxiliary acceptor enhances planarity in the vicinity of the π-bridge while concurrently inducing a slight twisting of the donor–acceptor junction. Subsequent to the replacement of the donor phenyl ring with an anthracene unit, the D–A1 dihedral angle, designated as Φ1, underwent a substantial increase, from 34.2° in XY1 to 79.8° in HJ103, representing an increase of 45.6°. This outcome is attributed to the increased steric volume of the fused anthracene ring, which introduces intramolecular hindrance at the donor–acceptor interface and disrupts local planarity. A similar but more pronounced trend is evident in HJ104, where the parameter of interest, denoted by Φ1, reaches a value of 85.3°, and the analogous parameter, designated as Φ2, increases to 26.3°, representing the maximum observed value among the six dyes under consideration. This behavior is in contrast to that observed in previous computational studies of anthracene-based D-π-A dyes, wherein fused thienoacene or cyclopentadithiophene spacers were utilized to extend conjugation while preserving planarity and achieving a device efficiency as high as 12.6% [26]. The absence of a buffering spacer in HJ103 and HJ104 appears to be the primary source of the torsional penalty observed here.
In contrast, the values of the squaraine-modified dyes HJ105 and HJ106 are significantly lower, at 35.8°and 42.2°, respectively, and approach those of the benzene-donor reference. This observation persists despite the structural bulk of the squaraine unit. In contrast to the linearly fused anthracene ring, the four-membered squaraine core does not introduce comparable steric strain at the donor–acceptor junction. This allows the donor and the π-bridge to remain nearly coplanar. Among all the designed dyes, HJ105 demonstrates the most regular planarity. This geometric outcome supports one of the central claims raised in the introduction, namely, that squaraine substitution offers a structurally gentler route to spectral extension than direct anthracene fusion does. This is because it avoids the steric penalty associated with rigid polycyclic donor extension while still enabling strong intramolecular charge transfer.

2.2. Frontier Molecular Orbital Analysis and Excited-State Configurations

As illustrated in Figure 3, which depicts the front-line molecular orbital energy levels of the dyes, the HOMO–LUMO energy gap, denoted as ∆Eg, is demonstrated. A comparison of the energy level compatibility of dye molecules, titanium dioxide semiconductors, and redox electrolytes provides a foundation for assessing the suitability of dyes for use in DSSCs. As illustrated in Figure 3, the LUMO energy levels of all the dyes exceed the conduction band energy level of titanium dioxide (−4.0 eV), while their HOMO energy levels are lower than the I/I3 electrochemical potential (−4.6 eV) [27]. This process ensures that the dyes can transfer electrons to titanium dioxide, allowing the oxidized dyes to undergo reduction.
Table 2 presents a comprehensive list of the vertical excitation energies (∆Eexc) and their corresponding dominant orbital configurations. TDDFT calculation results indicate that these excited states generally exhibit multiconfigurational electronic structure characteristics. The S1 state of the HJ106 dye is attributed primarily to the HOMO→LUMO transition, which accounts for more than 87.9% of the contribution. In contrast, the other dyes exhibit distinct orbital mixing transitions, such as H−1→L and H→L+1. Notably, orbital mixing does not inherently diminish the charge transfer (CT) efficiency. In fact, if the pertinent orbitals (e.g., HOMO−1 or LUMO+1) retain sufficient spatial overlap between the donor and acceptor units, these excited states can effectively facilitate the intramolecular charge transfer (ICT) process.

2.3. Absorption Spectra and Excited-State Parameters

In terms of the physical optical properties and absorption spectra, the simulated absorption parameters (including the maximum absorption wavelength λmax, the molar extinction coefficient ε, the light-harvesting efficiency LHE, and the excited-state lifetime τ) are summarized in Table 3, and the corresponding UV—visible absorption spectra are shown in Figure 4. In this study, λmax is defined as the excitation wavelength corresponding to the electronic transition with the maximum oscillator strength in the visible or near-infrared region. As shown in Table 2, the S1 excited state is the primary contributor to all the dye molecules studied.
Two opposite spectral trends emerge depending on the identity of the auxiliary acceptor. Compared with XY1, HJ101 and HJ103, which carry the DFBTD acceptor, exhibit blueshifts of 16 nm and 36 nm, respectively. This shift can be attributed to the electron-withdrawing character of the DFBTD unit, which reduces the effective conjugation length. In contrast, the absorption maxima of the second BTD derivative acceptors, HJ102, HJ104, HJ105, and HJ106, redshift from 67 nm to 261 nm, thereby extending beyond 600 nm, and, for HJ106, to 795 nm, thus positioning it within the near-infrared region.
These findings directly address the design question raised in the introduction, namely, whether donor engineering and acceptor engineering act synergistically within the same Hagfeldt-based scaffold. The data demonstrate that acceptor identity is the predominant switch regulating the direction of the spectral shift, whereas donor identity modulates the magnitude and extinction coefficient once a redshifting acceptor is present. Among the redshifted dyes, HJ106 exhibited the most significant bathochromic shift of the series. This phenomenon is similar, albeit on a more modest scale, to reports on extended polymethine squaraine sensitizers. In these cases, stepwise thiophene insertion between the donor and acceptor shifts the charge transfer band from 541 nm to 833 nm, with extinction coefficients that exceed 1 × 105 M−1·cm−1 [26]. The present results indicate that comparable near-infrared extension can already be achieved by pairing a squaraine-modified Hagfeldt donor with a matched auxiliary acceptor, without additional π-extension units, representing a more synthetically economical strategy.
The anthracene-modified dyes, on the other hand, exhibit a distinct pattern. HJ104 redshifts by 82 nm relative to that of XY1, reaching 616 nm, while its extinction coefficient decreases to 5.23 × 104 M−1·cm−1, which is the lowest among the six dyes and approximately half that of HJ105. These findings align with the geometric distortion previously observed, wherein steric hindrance at the anthracene donor junction leads to a reduction in planarity and orbital overlap along the charge transfer axis. Reports on fused-ring anthracene DSSC sensitizers have demonstrated that comparable redshifts can be obtained through thienoacene fusion at the donor with reported device efficiencies up to 12.6%, but only when the fused unit is inserted through a spacer that preserves planarity [13]. As indicated by related studies on hydroxyl-functionalized anthracene D-π-A dyes, spectral redshifts and light-harvesting gains are contingent on the manner in which substitution affects the HOMO energy and intramolecular charge transfer characteristics rather than on the extension of conjugation alone [10]. This comparison suggests that the direct fusion strategy adopted for HJ103 and HJ104 captures part of the spectral benefit of anthracene conjugation while sacrificing some of the extinction coefficient gain that a better-planarized anthracene linkage might otherwise provide.
HJ105 exhibits the highest molar extinction coefficient in the series, 12.64 × 104 M−1·cm−1, accompanied by a light-harvesting efficiency of 99.9%, signifying that the squaraine donor, when conjugated with the DFBTD acceptor, facilitates the most efficient light capture per absorbed photon among all the designed structures, despite its less redshifted absorption maximum at 601 nm than HJ106 does. The excited state lifetimes range from 1.58 ns to 5.67 ns, with HJ102 and HJ106 exhibiting the longest values, both exceeding 5 ns. This is advantageous for sustaining the charge-separated state prior to electron injection.
When considered collectively, squaraine substitution provides two distinct advantages over anthracene substitution within the same Hagfeldt-donor D-A-π-A framework. It has been demonstrated to preserve molecular planarity with greater efficacy and to achieve a more favorable balance between the magnitude of redshift and the extinction coefficient. In contrast, anthracene substitution primarily achieves a redshift at the cost of oscillator strength. This provides a direct, structure-based answer to the comparative question posed in the introduction regarding which near-infrared extension strategy performs better under matched donor and acceptor conditions.

2.4. Molecular Orbital Analysis

As shown in Figure 5, in the series of D-A-π-A-type dyes HJ101HJ106, the HOMO electron cloud is primarily distributed in the donor D unit and the π-bridge region, whereas the LUMO electron cloud exhibits a marked delocalized expansion toward the electron acceptor A region at the molecular terminus. This orbital distribution characteristic is consistent with the orbital patterns of the dye systems studied in this project. As demonstrated in Table 2, within this category of dye molecules, the transition of electrons from the HOMO to the LUMO constitutes the predominant mechanism for light energy absorption [28].
As demonstrated in Figure 5, in the designed D-A-π-A-type molecules, the front-line molecular orbitals exhibit substantial spatial polarization: the highest occupied molecular orbital (HOMO) is predominantly localized in the electron-rich donor unit, the adjacent acceptor (A1), and the π-conjugated bridge moiety, whereas the lowest unoccupied molecular orbital (LUMO) is concentrated in the A1, π-bridge, and terminal acceptor A2 regions. This asymmetric electron density distribution is consistent with the characteristics of light-induced, directed intramolecular charge migration and represents a hallmark electronic structural feature of typical, highly efficient push—pull chromophores. By focusing on the aforementioned reference molecule, this illustration effectively reveals the regulatory mechanisms by which structural modifications to the auxiliary and terminal acceptors control the electron density distribution and spectral behavior while avoiding the redundancy associated with presenting a large number of similar derivatives with comparable orbital distribution patterns. To ensure the comprehensiveness and traceability of the study, front-row orbital diagrams for the remaining sensitizers have been incorporated into the Supplementary Information.
In the context of solar cells, the photoelectric properties of the dye are pivotal in determining the overall performance of the cell. When light strikes the dye, the donor portion of the dye molecule transfers electrons to the acceptor portion, causing positive and negative charges to separate. The separated electrons then enter the semiconductor film and ultimately flow toward the cell’s external circuit, thereby generating an electric current. The ability of electrons to enter the semiconductor conduction band can be measured by the injection driving force (∆Ginj), whereas the regeneration of the dye after electron loss depends on the regeneration driving force (∆Greg). As demonstrated in Table 4, for the six dyes HJ101HJ106, the minimum values of ∆Ginj and ∆Greg are −1.16 eV and −1.50 eV, respectively. According to Islam’s theory [29], effective electron injection and regeneration are contingent upon the conditions of ∆Ginj being less than −0.8 eV and ∆Greg being less than −0.5 eV. A comprehensive analysis of the thermodynamic parameters revealed that the energy level arrangement of this series of dyes is in full accordance with the operational requirements for high-efficiency dye-sensitized solar cells. First, the excited-state energy level of the dyes exceeds the bottom of the semiconductor conduction band, thereby ensuring a sufficient driving force for electron injection. Second, the ground-state oxidation potential of the dyes is lower than that of the electrolyte redox pair, thus facilitating rapid regeneration of the dye cations. The combination of these two thermodynamic advantages establishes an energetic foundation for each dye to achieve highly efficient photoelectric conversion.

2.5. Transition Density Matrix (TDM) Analysis

To resolve how the donor structure reorganizes the excited-state charge transfer pathway beyond what is visible in static orbital plots, the S0 to S1 transition density matrices were computed for the three donor pairs: benzene (HJ101 and HJ102), anthracene (HJ103 and HJ104), and squaraine (HJ105 and HJ106), as shown in Figure 6. These were then decomposed into donor, first acceptor, π-bridge, and second acceptor fragments.
The benzene donor pair demonstrates robust diagonal elements, accompanied by significant off-diagonal coupling across multiple pathways, including donor-to-bridge, donor-to-first-acceptor, and bridge-to-bridge transfer. This pattern reflects a locally dominated excited state that nonetheless retains efficient cross-fragment communication, which is favorable for maintaining fast charge separation while limiting recombination losses.
Compared with the benzene pair, the anthracene donor pair significantly increased both the diagonal and off-diagonal intensities, indicating enhanced delocalization from the extended aromatic donor. The key donor-to-bridge and bridge-to-bridge pathways maintain their strength rather than being suppressed by the added delocalization, indicating that the anthracene donor enriches the coupling network rather than replacing local excitation with diffuse, weakly coupled character. This multipath enhancement is consistent with the broadened and redshifted absorption observed for HJ103 and HJ104, and it offers a mechanistic explanation for why anthracene substitution, despite its geometric distortion, still contributes positively to the spectral response. A comparable coupling enhancement upon anthracene extension was reported for Hagfeldt-donor sensitizers bearing double anthracene units, which achieved power conversion efficiencies above 10% once molecular aggregation was suppressed through bulky donor modification [30]. These findings underscore that the steric drawbacks identified in the present series can, in principle, be mitigated through further donor engineering.
The squaraine donor pair demonstrates the most extensive spatial delocalization of the three groups, with both diagonal and off-diagonal elements dispersed across a wider set of fragment pairs. However, compared with the benzene and anthracene systems, this pair has a reduced overall transfer intensity. This phenomenon is indicative of a more globally distributed excited state, where no individual transition channel predominates. This is expected to prolong the excited-state lifetime and mitigate the probability of rapid interfacial recombination, a hypothesis that is consistent with the comparatively longer lifetime of HJ106. These findings align with observations on indenoquinaldine-based unsymmetrical squaraine sensitizers, where extended donor delocalization has been associated with a broadened near-infrared response and stable excited-state behavior in device measurements [31,32]. This may also imply a somewhat lower peak injection driving force relative to a fully localized transition, a trade-off that is relevant when selecting a donor strategy for a specific device configuration.
In essence, the three donor strategies that have been examined herein correspond to discrete structure–property regimes, as opposed to incremental variations in a singular design principle. The benzene donor exhibits a propensity for local excitation, accompanied by efficient multipath injection. In contrast, the anthracene donor demonstrates a preference for enhanced delocalization, resulting in a broadened spectral response, albeit at the expense of planarity and the extinction coefficient. The squaraine donor, on the other hand, favors wide-area delocalization, characterized by a high extinction coefficient, robust planarity retention, and an extended excited-state lifetime. However, this behavior may incur a cost in terms of injection intensity within a singular dominant channel. This three-way comparison, performed under an identical Hagfeldt donor scaffold and an identical pair of auxiliary BTD acceptors, provides direct structural evidence for the design question raised in the introduction. It also demonstrates that the preferred strategy depends on which photovoltaic parameter, spectral range, extinction coefficient, or excited-state lifetime is prioritized for the target device.

2.6. Synthetic Feasibility of the Promising Candidates

HJ106, which combines a squaraine-modified donor with a redshifting acceptor, exhibits the largest bathochromic shift and an extended excited-state lifetime, while HJ105 delivers the highest molar extinction coefficient and light-harvesting efficiency. Collectively, these two dyes represent the most promising candidates identified in this work. Despite the purely theoretical nature of the present study, it is worthwhile to briefly consider the feasibility of synthesizing HJ105 and HJ106, along with the anthracene-modified dyes HJ103 and HJ104, using methodologies previously reported [33,34]. Sensitizers bearing a bulky Hagfeldt-type triarylamine donor combined with a squaraine core have in fact already been prepared experimentally. Nawghare and coworkers recently reported the synthesis of an unsymmetrical squaraine dye carrying a Hagfeldt-type donor. This dye was obtained through palladium-catalyzed Buchwald–Hartwig amination of a brominated indolium precursor with a bis-biphenyl diarylamine. The resulting Fischer base was then condensed with a carboxylic acid-functionalized semisquaric acid under Dean–Stark conditions. This process affords the target dye in a workable, albeit moderate, yield [33]. This route utilizes a similar class of building blocks as HJ105 and HJ106, namely an indoline-derived Fischer base bearing the Hagfeldt donor and a semisquaric acid unit with the auxiliary acceptor. This finding suggests that squaraine-modified Hagfeldt-donor dyes of this general type are synthetically feasible rather than purely hypothetical. Separately, anthracene-modified Hagfeldt-donor dyes, which bear a strong resemblance to HJ103 and HJ104, were also meticulously synthesized and integrated into functional devices. These devices exhibited power conversion efficiencies that surpassed eight percent. This remarkable feat was achieved through a sophisticated process involving direct arylation and cross-coupling of an anthracene-ethynyl bridge onto the alkoxylated triarylamine donor. This outcome serves to reinforce the general compatibility of alkoxy-substituted Hagfeldt-donor scaffolds, whether they are anthracene- or squaraine-modified, with the synthetic transformations that are pertinent to the current series [34]. It is important to note that HJ105 and HJ106 also necessitate the installation of a benzothiadiazole-type auxiliary acceptor between the squaraine core and the terminal cyanoacrylic acid group. This step is not present in the reported squaraine synthesis. In addition, HJ103 and HJ104 would similarly require the coupling of this same auxiliary acceptor onto the anthracene-ethynyl bridge. In both cases, the steric bulk of the donor and the reduced planarity noted for the anthracene-modified structures may necessitate further optimization of coupling conditions and reaction temperature to maintain acceptable yields. It is evident that, while HJ103 through HJ106 have not yet been prepared, each of the individual synthetic operations they would require has already been demonstrated separately in closely related systems. These operations include donor arylation, Fischer base formation, anthracene-bridge coupling, semisquaric acid condensation, and auxiliary acceptor installation. This suggests that all four candidates should be accessible using currently available synthetic methodology.

3. Materials and Methods

3.1. Geometric Optimization

All calculations were performed using the Gaussian 16 program [34], with solvation effects fully accounted for throughout the calculations in CH2Cl2 with a dielectric constant of 9.08. Molecular structure optimization was executed by means of the IEFPCM continuum solvation model [35,36], which conceptualizes the solvent as a polarizable dielectric continuum. This model facilitates the incorporation of the electrostatic response of the surrounding medium into the electronic structure calculation in a self-consistent manner. In light of the discrepancies in precision among disparate DFT functionals in the context of donor–acceptor charge transfer systems, the hybrid PBE0 functional [37], in conjunction with the 6-311+G** basis set, was identified as the optimal approach for the optimization of the ground-state geometry of all seven dye molecules, XY1 and HJ101~HJ106. This combination of functional and basis sets has been previously validated in a series of computational studies of organic sensitizers, including the Hagfeldt-donor and D-A-π-A types. These studies demonstrated that PBE0/6-311+G**-optimized geometries were capable of reproducing experimental bond lengths, dihedral angles, and overall molecular planarity with a high degree of accuracy. This finding supports the continued utilization of this combination for the current series of donor-modified dyes [38,39,40,41,42,43]. Subsequently, frequency calculations were performed on all the optimized structures at the same level of theory. This was done to confirm that each conformation corresponds to a true minimum on the potential energy surface. The results of these calculations revealed that all the vibrational frequencies were positive. This verified the stability of the optimized geometries.

3.2. Excited-State Energy Calculations

TDDFT is widely applied for the calculation of molecular vertical excitation energies. TDDFT is reasonably accurate and efficient and is employed in the prediction of absorption spectra in organic photosensitizers. In this study, modified D-A-π-A dyes containing a Hagfeldt donor were selected as the target molecules for excited-state analysis. Subsequent to ground-state geometry optimization at the PBE0/6-311+G** level, single-point TDDFT excitation energy calculations were executed using the long-range corrected CAM-B3LYP functional [44] in conjunction with the 6-311+G** basis set. The CAM-B3LYP functional [44] was selected because of its incorporation of distance-dependent exchange correction, a feature that mitigates the self-interaction error frequently observed in conventional hybrid functionals within extended charge transfer systems. This characteristic renders it especially well suited to the intramolecular donor-to-acceptor excitations that are hallmarks of D-A-π-A dyes. The accuracy of the PBE0/6-311+G** geometry combined with the CAM-B3LYP/6-311+G** excited-state protocol has been established in prior work. In that work, the calculated absorption maxima for structurally related Hagfeldt-donor sensitizers were found to agree closely with the experimentally measured UV—vis spectra. This justifies the adoption of the PBE0/6-311+G** geometry combined with the CAM-B3LYP/6-311+G** excited-state protocol for the present series without further benchmarking [38,39,40,41,42,43]. All excited-state calculations were carried out in a CH2Cl2 solvent environment using the IEFPCM solvation model [35,36], which is consistent with the solvation treatment applied during geometry optimization, to maintain internal consistency between the ground-state and excited-state descriptions.

3.3. Performance Calculations

The ease of electron transfer can be determined by the energy difference between the HOMO and LUMO. The ease with which electrons transition is directly proportional to the energy difference between the levels; the lower the energy difference is, the easier it is for electrons to transition. Consequently, the lower the energy difference and the greater the difficulty of electron transition and transfer are, the more favorable the photoelectric conversion process. In DSSC systems, the photoelectric performance of the dye is ultimately evaluated using the device’s photoelectric conversion efficiency (η) as a comprehensive metric. The primary determining factors of this metric include a combination of parameters, such as short-circuit current density, open-circuit voltage, fill factor, and incident light intensity. The expression is as follows [27,45]:
Among these, the short-circuit current density (Jsc) is a pivotal parameter affecting device efficiency. Its physical nature can be characterized by integrating the light capture and charge injection processes at different wavelengths, as expressed by [28,46]:
η   =   FF V oc J sc P inc
In this equation, Φinj denotes the electron extraction efficiency, ηcoll signifies the charge collection efficiency, and LHE(λ) represents the light-harvesting efficiency.
J SC = LHE λ Φ inj η coll d λ
Among the numerous performance parameters, light-harvesting efficiency (LHE) and the lifetime of the first excited state (τ) are the key factors determining the performance of the dye in DSSCs. The LHE of the dye at its maximum absorption wavelength can be calculated using the oscillator strength at that wavelength, and the LHE can be determined using the following equation [47]:
LHE   =   1     10 f
In this model, f denotes the oscillator strength of the dye at its maximum absorption peak, reflecting the probability of this electronic transition.
The injection driving force is evaluated by the change in Gibbs free energy (∆Ginj), which is directly related to the electron injection efficiency (Φinj). The expression of ∆Ginj is given by [48]:
G inj   =   E dye     E CB
In the equation, Edye* is representative of the potential of the dye in its excited state, and ECB is the conduction band energy level of the semiconductor. For the TiO2 semiconductor, the conduction band energy level has been experimentally measured to be −4.0 eV [49].
The regenerative capacity of the dye in the I/I3 electrolyte is governed by the ∆Greg reaction, which is expressed as follows [50]:
G reg   =   E redox   E dye
Here, Eredox is the redox potential of the I/I3 electron pair, with an experimentally measured value of −4.7 eV [28].
The excited-state lifetime (τ) is another key factor affecting charge transfer efficiency. Generally, a longer excited-state lifetime is more conducive to the separation and transfer of photogenerated charges, thereby reducing recombination losses. The excited-state lifetime (τ) [28] can be calculated using the following formula:
τ   =   1.499 / f E 2
In this equation, f represents the oscillator strength of the excited state under consideration, and E represents the perpendicular excitation energy (in cm−1).

4. Conclusions

By utilizing XY1 as the reference framework, the present study designed and systematically evaluated six D-A-π-A organic dye sensitizers, HJ101HJ106. The donor unit of these dye sensitizers was modified with benzene, anthracene, or squaraine moieties and paired with two structurally distinct benzothiadiazole auxiliary acceptors. All the designed dyes retain a partially planar donor-π-bridge-acceptor configuration. The DFBTD-containing dyes HJ101, HJ103, and HJ105 exhibit the most favorable planarity, whereas the anthracene-modified dyes HJ103 and HJ104 display a pronounced increase in the donor–acceptor dihedral angle because of steric hindrance from the fused aromatic ring. The frontier orbital energy levels of all the dyes satisfy the thermodynamic requirements for efficient DSSC operation, with electron injection and regeneration driving forces well beyond the effective thresholds. These findings confirm that neither donor modification compromises the energetic viability of the sensitizers. Spectroscopically, dyes bearing the DFBTD acceptor undergo a moderate blueshift relative to XY1, whereas those bearing the second BTD derivative acceptor show substantial redshifts of up to 261 nm, extending absorption well into the near-infrared region. Transition density matrix analysis revealed that the three donor types establish distinct excited-state charge transfer networks, ranging from a locally concentrated but multipath-connected pattern for the benzene donor to an enhanced, delocalized coupling network for the anthracene donor and a widely dispersed, longer-lived excited state for the squaraine donor. Taken together, these structural and electronic trends indicate that HJ106 is the most effective sensitizer for harvesting near-infrared light, exhibiting the greatest spectral redshift and an extended excited-state lifetime. In contrast, HJ105 is distinguished by its remarkably high extinction coefficient and near-unity light-harvesting efficiency. These two squaraine-based dyes represent the most promising candidates identified in this work. They demonstrated that squaraine donor engineering, when coupled with an appropriately matched auxiliary acceptor, offers an effective and synthetically accessible route to extend the spectral response of Hagfeldt-type sensitizers without sacrificing charge injection or regeneration performance. This study thus provides a systematic theoretical basis for donor engineering in D-A-π-A dye sensitizers and identifies squaraine substitution as a particularly attractive design direction for next-generation near-infrared-active DSSC materials.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms27177646/s1.

Author Contributions

Conceptualization, J.H.; software, Z.H.; data curation, Z.H.; writing—original draft preparation, J.H.; writing—review and editing, Z.H.; visualization, Z.H.; supervision, J.H.; funding acquisition, J.H. All authors have read and agreed to the published version of the manuscript.

Funding

Funding was received from the Natural Science Foundation of Fujian Province (2026J0011069), Fujian Province Key Technology Breakthrough and Industrialization Program for Technological Innovation in Manufacturing Industry (2026G003, 2026G036) Fujian Provincial Science and Technology Innovation Joint Fund Project (2026J0011069) the Talent Startup Fund of Putian University (2024042), and the Putian Science and Technology Projects (2023GJGZ001, 2023GZ2001PTXY21, and 2025GJJ005).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data will be made available upon reasonable request from the corresponding author.

Conflicts of Interest

The authors declare no conflicts of interest.

Abbreviations

The following abbreviations are used in this manuscript:
DSSCsdye-sensitized solar cells
NIRnear-infrared
DFTdensity functional theory
TDDFTtime-dependent density functional theory
HOMOhighest occupied molecular orbital
LUMOlowest unoccupied molecular orbital
ICTintramolecular charge transfer
CTcharge transfer
TDMtransition density matrix
LHElight-harvesting efficiency
Vocopen-circuit voltage
Jscshort-circuit current density
FFfill factor
Pincincident light power intensity
ηpower conversion efficiency
Ginjelectron injection driving force
Gregdye regeneration driving force
IEFPCMintegral equation formalism polarizable continuum model
BTDbenzothiadiazole
DFBTD5,6-difluoro-2,1,3-benzothiadiazole
PBE0Perdew–Burke–Ernzerhof hybrid exchange-correlation functional (0-parameter hybrid variant)
CAM-B3LYPCoulomb-attenuating method Becke, 3-parameter, Lee-Yang-Parr functional

References

  1. Hagfeldt, A.; Boschloo, G.; Sun, L.; Kloo, L.; Pettersson, H. Dye-sensitized solar cells. Chem. Rev. 2010, 110, 6595–6663. [Google Scholar] [CrossRef] [Scilit]
  2. Hardin, B.; Snaith, H.; McGehee, M. The renaissance of dye-sensitized solar cells. Nat. Photonics 2012, 6, 162–169. [Google Scholar] [CrossRef] [Scilit]
  3. Aftabuzzaman, M.; Zhou, H.; Masud; Akman, E.; Boruah, B.D.; Al-Ahmed, A.; Kim, H.K. Progress in highly efficient and stable dye-sensitized solar cells: State-of-the-art materials and device fabrication. Coord. Chem. Rev. 2026, 563, 218020. [Google Scholar] [CrossRef] [Scilit]
  4. Baumann, A.; Curiac, C.; Delcamp, J.H. The Hagfeldt donor and use of next-generation bulky donor designs in dye-sensitized solar cells. ChemSusChem 2020, 13, 2503–2512. [Google Scholar] [CrossRef] [Scilit]
  5. Zhang, X.; Xu, Y.; Giordano, F.; Schreier, M.; Pellet, N.; Hu, Y.; Yi, C.; Robertson, N.; Hua, J.; Zakeeruddin, S.M.; et al. Molecular engineering of potent sensitizers for very efficient light harvesting in thin-film solid-state dye-sensitized solar cells. J. Am. Chem. Soc. 2016, 138, 10742–10745. [Google Scholar] [CrossRef] [Scilit]
  6. Cao, Y.; Liu, Y.; Zakeeruddin, S.M.; Hagfeldt, A.; Grätzel, M. Direct contact of selective charge extraction layers enables high-efficiency molecular photovoltaics. Joule 2018, 2, 1108–1117. [Google Scholar] [CrossRef] [Scilit]
  7. Mathew, S.; Yella, A.; Gao, P.; Humphry-Baker, R.; Curchod, B.F.E.; Ashari-Astani, N.; Tavernelli, I.; Rothlisberger, U.; Nazeeruddin, M.K.; Grätzel, M. Dye-sensitized solar cells with 13% efficiency achieved through the molecular engineering of porphyrin sensitizers. Nat. Chem. 2014, 6, 242–247. [Google Scholar] [CrossRef] [Scilit]
  8. Kakiage, K.; Aoyama, Y.; Yano, T.; Oya, K.; Fujisawa, J.-I.; Hanaya, M. Highly-efficient dye-sensitized solar cells with collaborative sensitization by silyl-anchor and carboxy-anchor dyes. Chem. Commun. 2015, 51, 15894–15897. [Google Scholar] [CrossRef] [Scilit]
  9. Kaur, H.; Goel, N. Engineering highly efficient porphyrin sensitizers through metal, ligand and bridge modification: A DFT study. Phys. Chem. Chem. Phys. 2024, 26, 29311–29327. [Google Scholar] [CrossRef] [Scilit]
  10. Zhang, X.; Li, Y.; Chen, W.; Wang, J.; Liu, Y.; Zhao, Z.; Tang, B.Z. Visible, far-red, and near-infrared active AIE luminogens for bioimaging and photodynamic therapy. ACS Appl. Electron. Mater. 2024, 7, 1461–1472. [Google Scholar] [CrossRef] [Scilit]
  11. Wang, Y.; Li, H.; Zhang, J.; Liu, Y.; Chen, C.; Li, Z. Recent advances in squaraine dyes for optoelectronic applications. Chin. J. Org. Chem. 2020, 40, 3589–3607. [Google Scholar] [CrossRef] [Scilit]
  12. Ilina, K.; MacCuaig, W.M.; Laramie, M.; Jeouty, J.N.; McNally, L.R.; Henary, M. Squaraine dyes: Molecular design for different applications and remaining challenges. Bioconjug. Chem. 2020, 31, 194–213. [Google Scholar] [CrossRef] [Scilit]
  13. Sarasiya, S.; Henary, M. Red-shifting squaraine dyes in the near-infrared region using perimidine heterocycles: Synthesis and optical properties. RSC Adv. 2026, 16, 16080–16087. [Google Scholar] [CrossRef] [Scilit]
  14. Marinescu, M.; Popa, C.V.; Tănase, M.A.; Soare, A.C.; Tablet, C.; Bala, D.; Cinteza, L.O.; Diţu, L.M.; Gifu, I.C.; Petcu, C. Synthesis, characterization, DFT study and antifungal activities of some novel 2-(phenyldiazenyl)phenol based azo dyes. Materials 2022, 15, 8162. [Google Scholar] [CrossRef] [Scilit]
  15. Meng, Z.; Wang, T.; Tu, J.; Han, Z.; Deng, Y.; Shi, C.; Zhang, L.; Zhen, Y. Thermally converted anthracene-based fully conjugated polymers for field-effect transistors via molecular doping. Dye. Pigm. 2025, 238, 112709. [Google Scholar] [CrossRef] [Scilit]
  16. Krishna, J.V.S.; Koteshwar, D.; Chowdhury, T.H.; Singh, S.P.; Bedja, I.; Islam, A.; Giribabu, L. Efficient near-IR porphyrins containing a triphenylamine-substituted anthryl donating group for dye-sensitized solar cells. J. Mater. Chem. C 2019, 7, 13594–13605. [Google Scholar] [CrossRef] [Scilit]
  17. Al-Muqammas, A.; Al-Jubouri, S.; Al-Saadi, A. Synthesis and characterization of new heterocyclic compounds derived from 4-aminoantipyrine as potential antimicrobial agents. Int. J. Photoenergy 2018, 2018, 4764830. [Google Scholar] [CrossRef] [Scilit]
  18. Shamsuddin, M.A.; Hassan, N.I.; Suait, M.S.; Ibrahim, S. Structural insights into additives for dye-sensitized solar cell (DSSC) electrolytes. Sol. Energy 2026, 304, 114199. [Google Scholar] [CrossRef] [Scilit]
  19. MacCuaig, W.M.; Wickizer, C.; Van, R.S.; Buabeng, E.R.; Lerner, M.R.; Grizzle, W.E.; Shao, Y.; Henary, M.; McNally, L.R. Influence of structural moieties in squaraine dyes on optoacoustic signal shape and intensity. Chem 2024, 10, 713–729. [Google Scholar] [CrossRef] [Scilit]
  20. Moustafa, M.; Etman, H.A.; Elmorsy, M.R.; Abdel-Latif, E.; Badawy, S.A. Design, synthesis, and theoretical analysis of anthracene-based sensitizers for enhanced dye-sensitized solar cell efficiency. Struct. Chem. 2026, 37, 417–429. [Google Scholar] [CrossRef] [Scilit]
  21. Ma, J.-G.; Zhang, C.-R.; Gong, J.-J.; Yang, B.; Zhang, H.-M.; Wang, W.; Wu, Y.-Z.; Chen, Y.-H.; Chen, H.-S. The adsorption of α-cyanoacrylic acid on anatase TiO2 (101) and (001) surfaces: A density functional theory study. J. Chem. Phys. 2014, 141, 234705. [Google Scholar] [CrossRef] [Scilit]
  22. Pastore, M.; De Angelis, F. Computational modelling of TiO2 surfaces sensitized by organic dyes with different anchoring groups: Adsorption modes, electronic structure and implication for electron injection/recombination. Phys. Chem. Chem. Phys. 2012, 14, 920–928. [Google Scholar] [CrossRef] [Scilit]
  23. Chen, W.-C.; Nachimuthu, S.; Jiang, J.-C. Revealing the influence of Cyano in Anchoring Groups of Organic Dyes on Adsorption Stability and Photovoltaic Properties for Dye-Sensitized Solar Cells. Sci. Rep. 2017, 7, 4979. [Google Scholar] [CrossRef] [Scilit]
  24. Koudjina, S.; Kumar, V.; Atohoun, G.Y.S.; Gbenou, J.D.; Chetti, P. Impact of organic dye-photosensitizer on TiO2 nanocrystalline surface for high performance organic electronic devices: A computational insight. J. Photochem. Photobiol. A Chem. 2023, 442, 114772. [Google Scholar] [CrossRef] [Scilit]
  25. De Angelis, F.; Di Valentin, C.; Fantacci, S.; Vittadini, A.; Selloni, A. Theoretical Studies on Anatase and Less Common TiO2 Phases: Bulk, Surfaces, and Nanomaterials. Chem. Rev. 2014, 114, 9708–9753. [Google Scholar] [CrossRef] [Scilit]
  26. Fan, W.-J.; Chang, Y.-Z.; Zhao, J.-L.; Xu, Z.-N.; Tan, D.-Z.; Chen, Y.-G. A theoretical study of fused thiophene modified anthracene-based organic dyes for dye-sensitized solar cell applications. New J. Chem. 2018, 42, 20163–20170. [Google Scholar] [CrossRef] [Scilit]
  27. Chattopadhyay, D.; Lastella, S.; Kim, S.; Papadimitrakopoulos, F. Length separation of zwitterion-functionalized single wall carbon nanotubes by GPC. J. Am. Chem. Soc. 2002, 124, 728–729. [Google Scholar] [CrossRef] [Scilit]
  28. Li, M.; Kou, L.; Diao, L.; Zhang, Q.; Li, Z.; Wu, Q.; Lu, W.; Pan, D.; Wei, Z. Theoretical study of WS-9-based organic sensitizers for unusual Vis/NIR absorption and highly efficient dye-sensitized solar cells. J. Phys. Chem. C 2015, 119, 9782–9790. [Google Scholar] [CrossRef] [Scilit]
  29. Islam, A.; Sugihara, H.; Arakawa, H. Molecular design of ruthenium(II) polypyridyl photosensitizers for efficient nanocrystalline TiO2 solar cells. J. Photochem. Photobiol. A Chem. 2003, 158, 131–138. [Google Scholar] [CrossRef] [Scilit]
  30. Najeeb, H.N.; Elzahra, Z.A.; Aljaberi, H.A.; Jasim, K.M.; Janabi, M.R.S.; Ameer, N.; Hadi, S.A. Influence of hydroxyl functionalization on the electronic properties and thermoelectric–photovoltaic performance of anthracene-based D–π–A systems. Chem. Phys. Impact 2026, 12, 101023, Erratum in Chem. Phys. Impact 2026, 12, 101068. [Google Scholar] [CrossRef] [Scilit]
  31. Faraghally, F.A.; Musa, A.F.; Chen, C.-C.; Chen, Y.-H.; Chen, Y.-D.; Yeh, C.-Y.; Wei, T.-C. Double anthracene-based sensitizers for high-efficiency dye-sensitized solar cells under both sunlight and indoor light. Small Struct. 2024, 5, 2400236. [Google Scholar] [CrossRef] [Scilit]
  32. Nawghare, I.S.; Deshmukh, S.S.; Joshi, K.; Krishnamurty, S.; Krishnamoorthy, K.; Nithyanandhan, J. Far-red active squaraine dye-sensitized photoanode for dye-sensitized solar cells with a copper (II/I) electrolyte. J. Photochem. Photobiol. A Chem. 2025, 459, 116086. [Google Scholar] [CrossRef] [Scilit]
  33. Fan, H.; Li, S.; Meng, X.; Pei, W.; Liu, T.; Wang, M.; Li, Y. Optoelectronic performance of anthracene-based dyes with modified Hagfeldt donors in dye-sensitized solar cells. Phys. Chem. Chem. Phys. 2026, 28, 10147–10168. [Google Scholar] [CrossRef] [Scilit]
  34. Frisch, M.J.; Trucks, G.W.; Schlegel, H.B.; Scuseria, G.E.; Robb, M.A.; Cheeseman, J.R.; Scalmani, G.; Barone, V.; Petersson, G.A.; Nakatsuji, H.; et al. Gaussian 16, Revision C.01; Gaussian, Inc.: Wallingford, CT, USA, 2016. [Google Scholar]
  35. Tomasi, J.; Mennucci, B.; Cancès, E. The IEF version of the PCM solvation method: An overview of a new method addressed to study molecular solutes at the QM ab initio level. J. Mol. Struct. Theochem 1999, 464, 211–226. [Google Scholar] [CrossRef] [Scilit]
  36. Iozzi, M.F.; Mennucci, B.; Tomasi, J.; Cammi, R. Excitation energy transfer (EET) between molecules in condensed matter: A novel application of the polarizable continuum model (PCM). J. Chem. Phys. 2004, 120, 7029. [Google Scholar] [CrossRef] [Scilit]
  37. Adamo, C.; Scuseria, G.E.; Barone, V. Accurate excitation energies from time-dependent density functional theory: Assessing the PBE0 model. J. Chem. Phys. 1999, 111, 2889–2899. [Google Scholar] [CrossRef] [Scilit]
  38. Huang, J.; Hu, J.; Fang, M.; Yang, L.; Zhang, G.; Li, Z. External electric field modulation of a high-performance D–A–π–A sensitizer for dye-sensitized solar cells: A DFT/TDDFT investigation. R. Soc. Open Sci. 2026, 13, 252305. [Google Scholar] [CrossRef] [Scilit]
  39. Huang, J.; Hu, J.; Zhang, G.; Fang, M. DFT/TDDFT study of electron-accepting groups on Hagfeldt donor-based dye sensitizers for solar cells. Proc. R. Soc. A 2026, 482, 20260215. [Google Scholar]
  40. Huang, J.; Yang, L.; Chen, Z.; Zhou, Y.; Zeng, S. DFT/TDDFT in silico design of ullazine-derived D-π-A-π-A dye photosensitiser. New J. Chem. 2023, 47, 11030–11039. [Google Scholar] [CrossRef] [Scilit]
  41. Huang, J.; Li, Z.; Yang, L.; Hu, R.; Shi, G. A comprehensive DFT/TDDFT investigation into the influence of electron acceptors on the photophysical properties of ullazine-based D-π-A-π-A photosensitizers. Sci. Rep. 2025, 15, 3101. [Google Scholar] [CrossRef] [Scilit]
  42. Huang, J.; Lv, Y.; Wu, J. Density functional theory calculations on the solvatochromism of covalent organic framework Py-TT cluster compounds. Proc. R. Soc. A 2025, 481, 20240768. [Google Scholar] [CrossRef] [Scilit]
  43. Huang, J.; Yang, L.; Zhou, Y.; Chen, Y.; Liu, Q.; Wu, W. Density functional theory/time-dependent density functional theory investigations on the color-structure relationship of biopigment molecules. J. Chem. Res. 2024, 48, 17475198231223654. [Google Scholar] [CrossRef] [Scilit]
  44. Yanai, T.; Tew, D.P.; Handy, N.C. A new hybrid exchange-correlation functional using the Coulomb-attenuating method (CAM-B3LYP). Chem. Phys. Lett. 2004, 393, 51–57. [Google Scholar] [CrossRef] [Scilit]
  45. Lu, T.; Chen, F.W. Multiwfn: A multifunctional wavefunction analyzer. J. Comput. Chem. 2012, 33, 580–592. [Google Scholar] [CrossRef] [Scilit]
  46. Al-Horaibi, S.A.; Al-Odayni, A.-B.; AlSaeedy, M.; Al-Ostoot, F.H.; Al-Salihy, A.; Alezzy, A.; Al-Adhreai, A.; Saif, F.A.; Yaseen, S.A.; Saeed, W.S. Exploring DSSC efficiency enhancement: SQI-F and SQI-Cl dyes with iodolyte electrolytes and CDCA optimization. Molecules 2023, 28, 7129. [Google Scholar] [CrossRef] [Scilit]
  47. Peach, M.J.G.; Benfield, P.; Helgaker, T.; Tozer, D.J. Excitation energies in density functional theory: An evaluation and a diagnostic test. J. Chem. Phys. 2008, 128, 044118. [Google Scholar] [CrossRef] [Scilit]
  48. Ma, W.; Jiao, Y.; Meng, S. Predicting energy conversion efficiency of dye solar cells from first principles. J. Phys. Chem. C 2014, 118, 16447–16457. [Google Scholar] [CrossRef] [Scilit]
  49. Zhou, M.; Zhong, X.; Wei, D.; Yang, K.; Chen, Y.; Jia, C.; Li, J. Highly efficient doping of titanium dioxide with sulfur using disulfide-linked macrocycles for hydrogen production under visible light. Green Chem. 2022, 24, 2557–2566. [Google Scholar] [CrossRef] [Scilit]
  50. Soroush, M.; Lau, K.K.S. Insights into dye-sensitized solar cells from macroscopic-scale first-principles mathematical modeling. In Dye-Sensitized Solar Cells; Academic Press: Cambridge, MA, USA, 2019; pp. 83–119. [Google Scholar]
Figure 1. Chemical structures of the (a) squaraine core, (b) anthracene units and (c) dye XY1.
Figure 1. Chemical structures of the (a) squaraine core, (b) anthracene units and (c) dye XY1.
Ijms 27 07646 g001
Figure 2. Schematic diagrams of the molecular structures of D-A-π-A-type organic photosensitizers (HJ101~HJ106). R1 denotes the bond length (Å) connecting the donor (D) motif and the acceptor (A1) unit; Φ1 denotes the corresponding dihedral angle between the donor (D) motif and the A1 unit. R2 denotes the bond length (Å) connecting the A1 unit and the π-bridge; Φ2 denotes the corresponding dihedral angle between the A1 unit and the π-bridge. R3 denotes the bond length (Å) connecting the π-bridge and the acceptor A2 unit; Φ3 denotes the corresponding dihedral angle between the π-bridge and the A2 unit. The numerical value of a dihedral angle is contingent upon the rotational sense in which the four defining atoms are traversed. A given torsion can be expressed as an acute angle θ or its obtuse supplement (180° − θ). All dihedral angles are uniformly reported in the acute range (0°~90°).
Figure 2. Schematic diagrams of the molecular structures of D-A-π-A-type organic photosensitizers (HJ101~HJ106). R1 denotes the bond length (Å) connecting the donor (D) motif and the acceptor (A1) unit; Φ1 denotes the corresponding dihedral angle between the donor (D) motif and the A1 unit. R2 denotes the bond length (Å) connecting the A1 unit and the π-bridge; Φ2 denotes the corresponding dihedral angle between the A1 unit and the π-bridge. R3 denotes the bond length (Å) connecting the π-bridge and the acceptor A2 unit; Φ3 denotes the corresponding dihedral angle between the π-bridge and the A2 unit. The numerical value of a dihedral angle is contingent upon the rotational sense in which the four defining atoms are traversed. A given torsion can be expressed as an acute angle θ or its obtuse supplement (180° − θ). All dihedral angles are uniformly reported in the acute range (0°~90°).
Ijms 27 07646 g002
Figure 3. Schematic diagram of the front-line molecular orbital energy levels of an organic dye molecule.
Figure 3. Schematic diagram of the front-line molecular orbital energy levels of an organic dye molecule.
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Figure 4. UV—Vis absorption spectra of HJ101HJ106.
Figure 4. UV—Vis absorption spectra of HJ101HJ106.
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Figure 5. Front-of-band orbitals of the HJ101HJ106 dye molecules. The green and red colors represent the positive and negative phases of the wavefunctions, respectively.
Figure 5. Front-of-band orbitals of the HJ101HJ106 dye molecules. The green and red colors represent the positive and negative phases of the wavefunctions, respectively.
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Figure 6. Heatmap of the fragment transition density matrix (TDM), illustrating the charge transfer characteristics of key photosensitizers.
Figure 6. Heatmap of the fragment transition density matrix (TDM), illustrating the charge transfer characteristics of key photosensitizers.
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Table 1. Geometric parameters of the optimized dye-sensitized molecules.
Table 1. Geometric parameters of the optimized dye-sensitized molecules.
DyesR1 (Å)R2 (Å)R3 (Å)Φ1 a (°)Φ2 a (°)Φ3 a (°)
XY11.4691.4511.43634.29.90.4
HJ1011.4681.4492.76942.30.30.7
HJ1021.4691.4491.43647.416.00.1
HJ1031.4821.4491.43779.80.70.1
HJ1041.4831.4451.44885.326.30.1
HJ1051.4331.4451.43735.82.40.4
HJ1061.4311.4441.43742.28.20.1
a The range of dihedral angles measured is 0° to 90°.
Table 2. Excitation energies and major molecular orbital transitions obtained from TDDFT calculations.
Table 2. Excitation energies and major molecular orbital transitions obtained from TDDFT calculations.
MoleculeState (a) Eexc (b)
(eV)
λosc (c)
(nm)
F (d)Orbital Contribution (%) (e)
XY1S12.325342.3534H→L 53.6%, H−1→L 23.6%, H→L+1 12.1%
HJ101S12.395182.4610H→L 50.4%, H−1→L 32.1%, H→ L+1 6.8%
HJ102S11.816841.2232H→L 82.8%, H−1→L 9.0%
HJ103S12.484992.3531H−1→L 81.1%, H−5→L+1 5.7%
HJ104S12.006211.2632H−1→L 83.9%, H→L 6.1%
HJ105S12.066023.1029H→L 69.6%, H−1→L 12.3%
HJ106S11.567951.8634H→L 87.9%
(a) This paper examines only excited states within the 400–800 nm wavelength range; when this range contains multiple excited states, the state with the highest oscillator strength is selected as the representative state. (b) The table lists the excitation energies of the corresponding excited states. (c) The table shows the absorption wavelengths corresponding to electronic transitions with nonzero oscillator strength. (d) Oscillator strength data are listed in the corresponding columns of the table. (e) Orbital pairs contributing less than 5% to the transition are not listed; H denotes the HOMO, and L denotes the LUMO. The arrows indicate transitions from occupied orbitals to vacant orbitals; e.g., H→L denotes HOMO→LUMO.
Table 3. Photovoltaic performance metrics of dye-sensitizer molecules.
Table 3. Photovoltaic performance metrics of dye-sensitizer molecules.
Moleculeλmax (nm)ε (104·M−1·cm−1)LHEτ (ns)
XY15349.67560.9961.819
HJ10151810.04240.9971.634
HJ1026809.08370.9405.667
HJ1034989.65280.9961.580
HJ1046165.22860.9454.503
HJ10560112.63520.9991.745
HJ1067957.55390.9865.084
Table 4. Photovoltaic Parameters in DSSCs Calculated using TDDFT.
Table 4. Photovoltaic Parameters in DSSCs Calculated using TDDFT.
MoleculeGinj (eV)Greg (eV)
XY1−1.87−1.50
HJ101−1.81−1.63
HJ102−1.41−1.47
HJ103−1.80−1.74
HJ104−1.39−1.70
HJ105−1.50−1.63
HJ106−1.16−1.43
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Huang, J.; Hu, Z. Theoretical Design of Near-Infrared-Absorbing D-A-π-A Dyes with Modified Hagfeldt Donors: A DFT/TDDFT Study. Int. J. Mol. Sci. 2026, 27, 7646. https://doi.org/10.3390/ijms27177646

AMA Style

Huang J, Hu Z. Theoretical Design of Near-Infrared-Absorbing D-A-π-A Dyes with Modified Hagfeldt Donors: A DFT/TDDFT Study. International Journal of Molecular Sciences. 2026; 27(17):7646. https://doi.org/10.3390/ijms27177646

Chicago/Turabian Style

Huang, Jing, and Zhixiang Hu. 2026. "Theoretical Design of Near-Infrared-Absorbing D-A-π-A Dyes with Modified Hagfeldt Donors: A DFT/TDDFT Study" International Journal of Molecular Sciences 27, no. 17: 7646. https://doi.org/10.3390/ijms27177646

APA Style

Huang, J., & Hu, Z. (2026). Theoretical Design of Near-Infrared-Absorbing D-A-π-A Dyes with Modified Hagfeldt Donors: A DFT/TDDFT Study. International Journal of Molecular Sciences, 27(17), 7646. https://doi.org/10.3390/ijms27177646

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