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Selective benzaldehyde/acetone to benzalacetone cross-aldol condensation catalyzed by UiO-66 MOFs

Cesar Pazo-Carballo abc, Esteban Camú b, Yoan Hidalgo-Rosa dh, Jaime Llanos e, Ximena Zarate f, Ana Belén Dongil g, Eduardo Schott *c and Nestor Escalona *ab
aDepartamento de Química Física, Facultad de Química y Farmacia, Pontificia Universidad Católica de Chile, Chile. E-mail: neescalona@uc.cl
bDepartamento de Ingeniería Química y Bioprocesos, Escuela de Ingeniería, Pontificia Universidad Católica de Chile, Chile
cDepartamento de Química Inorgánica, Facultad de Química y de Farmacia, Pontificia Universidad Católica de Chile, Chile. E-mail: edschott@uc.cl; maschotte@gmail.com
dCentro de Nanotecnología Aplicada, Facultad de Ciencias, Ingeniería y Tecnología, Universidad Mayor, Santiago, Chile
eDepartamento de Química, Facultad de Ciencias, Universidad Católica del Norte, Avda. Angamos 0610, Antofagasta 1270709, Chile
fInstituto de Ciencias Aplicadas, Facultad de Ingeniería, Universidad Autónoma de Chile, Chile
gInstituto de Catálisis y Petroleoquímica, CSIC, Cantoblanco, 28049 Madrid, España
hEscuela de Ingeniería del Medio Ambiente y Sustentabilidad, Facultad de Ciencias, Ingeniería y Tecnología, Universidad Mayor, Chile

Received 27th February 2025 , Accepted 26th May 2025

First published on 5th June 2025


Abstract

Cross-aldol condensation reactions are an important family of reactions that generate added-value chemicals with long chain products. Those products have multiple applications, such as those in the pharmaceutical industry, flavors and fragrances, agricultural chemicals and fine and specialty chemicals, among others. Possible products are long chain aromatic compounds, which could be used to generate fuels. The ability to generate that kind of fuel from biomass has been a challenge over the last few years. In this report the cross-aldol condensation reaction study using a family of UiO-66 MOFs between benzaldehyde and acetone to produce benzalacetone was performed. Thus, a family of UiO-66 MOFs was synthesized and characterized (by means of N2 physisorption, NH3-TPD, CO2-TPD, ATR-FTIR, and powder X-ray diffraction) and its catalytic activity was studied in detail. Good conversion and selectivity were obtained. A thorough study of the kinetics of this reaction was performed for all the used UiO-66 MOFs. In this sense, the Langmuir–Hinshelwood kinetic models fitted the experimental data. The behavior predictions using different metals (Zr, Hf or Zr/Hf) and linkers (BDC or PDC) were fitted from the bimolecular one-site and two-site models. Competitive and non-competitive mechanisms were used to explain the production of the main intermediate compound (β-hydroxy ketone). The catalyst Zr/Hf-UiO-66 showed the best activity, which could be attributed to the greater total interaction energy of benzaldehyde/acetone on the catalyst surface (as shown by DFT calculations). A synergetic effect is observed for the bimetallic UiO-66 catalyst between Zr and Hf, obtaining a higher reaction rate than for the monometallic catalysts. Furthermore, a similar effect was reflected in the TOF for Zr/Hf-UiO-66. The best selectivity towards benzalacetone was obtained for Hf-UiO-66-PDC under iso-conversion conditions. Finally, depending on the metal–linker pair, differences in the benzaldehyde/acetone adsorption modes were observed, indicating the presence of bimolecular kinetic adjustments at one and two sites for the aldol condensation of benzaldehyde. All the results shown herein were supported by means of DFT calculations.


1. Introduction

Metal–organic frameworks (MOFs) are hybrid molecules synthesized from metal ions and organic ligands (linkers) that form three-dimensional structures with high porosity and thermal and chemical stability.1 Given the many combinations that can be made between metals and linkers, it is possible to develop MOFs with specific characteristics, which has allowed using these compounds for several years in different applications.2,3

A variety of catalytic reactions have been investigated using MOFs. Examples of organic chemical reactions that have been reported include condensation,4 acetylations,3 cycloaddition,5 isomerization,6 and hydrogenation.6 Specific fine chemicals can be produced using MOF-based materials as effective catalysts.7 Considering practical applications, recent research has focused on thermally and chemically stable MOFs, where Zr-MOFs are remarkably stable.8,9 Due to their unique qualities, Zr-MOFs are valuable materials that make attractive candidates for heterogeneous catalysis, as catalysts or as supports for catalysts.10 On the other hand, hafnium-based MOFs, which have outstanding thermal and chemical stability (similar to zirconium-based MOFs), have received considerably less attention. One of the frameworks that shows most of the previously mentioned characteristics corresponds to the UiO-66 MOF. UiO-66 (UiO = University of Oslo) consists of zirconium clusters (Zr6O4(OH)4) as building units and organic linkers of 1,4-benzenedicarboxylate (BDC).8 The metals or linkers could be changed, maintaining the MOF structure, but changing its properties (such as catalytic activity or porosity).8

It has been demonstrated that terephthalate defects are responsible for the UiO-66 material's catalytic activity in Lewis acid-catalyzed processes.11,12 Furthermore, by replacing 1,4-benzenedicarboxylate with the 2,5-pyridinicarboxylate (PDC) ion linker, multiple isoreticular structures of UiO-66 may be produced. This would allow for the incorporation of more hydrophilic linker molecules, which would increase the amount of water that was absorbed by the reaction medium.11,13–15 These modifications significantly alter the active site's characteristics and have an impact on the thermal and chemical stability. It was demonstrated by Lescouet et al.16 that the catalytic activity can be tuned by replacing the linkers, which modifies the Brønsted acidity.

There are several reports of the catalytic activity in the UiO-66 MOF for reactions such as aldol condensation,11 Knoevenagel condensation,17 and Claisen–Schmidt condensation,18 among others.

Aldol condensation is a widely used strategy to increase molecular size and generate added-value derivatives of biomass waste. Benzalacetone can be obtained from the reaction between benzaldehyde and acetone as a product. Benzalacetone has been shown to be essential in manufacturing added-value chemicals used in the pharmaceutical and food industries, as well as biofuels.19 This reaction, particularly the benzaldehyde coupling condensation reaction, has been studied using homogeneous20,21 and heterogeneous catalysts.22,23 However, low yields and poor selectivity have been obtained.22,23 Due to the MOF's versatility, these materials have been used as heterogeneous catalysts for this reaction in recent years.24–26 The use of Zr-UiO-66 and Hf-UiO-66 as heterogeneous catalysts in aldol condensation has been investigated. However, no study has been performed on the electronic synergistic Zr/Hf interactions in the cluster and their impact on the catalytic performance of the process, as well as the influence of changing the hydrophilic character of the organic linkers containing PDC groups. To the best of our knowledge, the complete mechanism of the surface response has not yet been resolved. In addition, there is an ongoing need to generate novel and efficient catalysts to produce biofuels from biomass derivatives.

In this work, the cross-aldol condensation of benzaldehyde with acetone as a solvent-producing benzalacetone catalyzed by M-UiO-66-BDC (with M = Zr, Hf, and Zr/Hf) and M-UiO-66-PDC (with M = Zr and Hf) was carried out. Both families of MOFs were synthesized and characterized by N2 physisorption using the BET Rouquerol method, NH3-TPD, CO2-TPD, ATR-FTIR, and powder X-Ray diffraction. The cross-aldol condensation reaction was studied in a batch reactor at 5.5 bar under N2 and 383 K. Furthermore, DFT studies were carried out to support the catalytic results. Finally, the kinetics of the reaction was studied in detail fitting the experimental results with the bimolecular one and two site Langmuir–Hinshelwood (L–H) mechanisms.27

2. Experimental

2.1. Zr-, Hf-, and Zr/Hf-UiO-66-BDC synthesis

The three UiOs with BDC as the linker were synthesized using the procedure previously published by Farha et al.28 A 20 mL vial was loaded with ZrCl4 (125 mmol), 7.5 mL of DMF, and 1 mL of concentrated HCl before being sonicated for 20 minutes until fully dissolved. Finally, the linker (125 mmol) and another 7.5 mL of DMF were added, and the mixture was heated at 353 K overnight. In the case of the mixed metallic MOF (Zr/Hf-UiO-66-BDC), the metallic precursors ZrCl4 and HfCl4 were used in a 1[thin space (1/6-em)]:[thin space (1/6-em)]1 proportion (62.5[thin space (1/6-em)]:[thin space (1/6-em)]62.5 mmol).

2.2. Zr- and Hf-UiO-66-PDC synthesis

Zr- and Hf-UiO-66-PDC were prepared using Stock et al.29 procedures (see the ESI for further information). All products were separated and washed by centrifugation at 8000 rpm for 10 min with their solvent (2 × 10 mL) and then with ethanol (2 × 10 mL). Finally, the obtained solids were dried under vacuum at room temperature for five days.

2.3. Characterization of MOFs

The catalysts were characterized by N2 physisorption, powder X-ray diffraction, temperature-programmed ammonia desorption (NH3-TPD), temperature-programmed CO2 desorption (CO2-TPD), and infrared spectroscopy (more experimental details can be found in the ESI).

2.4. Computational details

This study presents a series of calculations to explore the interactions between benzaldehyde and acetone with the material, i.e., M-UiO-66-BDC or M-UiO-66-PDC. The interactions of acetone and benzaldehyde on material defect acidic sites have been investigated. Based on previous works discussed in the literature, the simulation was carried out by extracting a finite fragment of the MOFs (cluster model).30 This method allows the simulation of a material's electronic properties through theoretical approaches and methodologies available in molecular software. In this report, a cluster model consistent with a single node [M6O4(OH)4]12− was used (three complete linkers, seven truncated linkers, and considering only one defect or vacancy).31 To be more specific, the structure of the cluster model comprises the fragment [M6O4(OH)4(Linker)3(HCOO)8], with M representing Zr4+ and Hf4+, while the linker refers to BDC or PDC. In contrast, one of the linker sites is vacant due to the consideration of a defect in the structure. Please refer to Fig. S1 for visual representation. The proposed structural model for the bi-metallic UiO-66 systems is composed of the fragment [Zr3Hf3O4(OH)4(BDC)3(HCOO)8].

All calculations were carried out in the framework of the density-functional theory (DFT) method using the Amsterdam Density Functional (ADF 2023) software package.32 The relativistic effects due to the presence of Zr or Hf can play a crucial role in the material's chemical and physical properties.33 Thus, to consider the relativistic effects is essential for accurately describing a molecular properties. All simulations incorporated the relativistic effects using the zeroth-order regular approximation (ZORA).34 The optimization of all structures was performed utilizing the Minnesota density M06-L functional,35 along with the standard Slater-type orbital basis set and two additional polarization functions (STO-TZ2P).36 In order to study the interaction between the systems M-UiO-66/acetone and M-UiO-66/benzaldehyde, the energy decomposition analysis (EDA) was employed using the Morokuma–Ziegler scheme.37 The EDA analysis was performed using the meta-hybrid functional (10% HF exchange) by the Tao–Perdew–Staroverov–Scuseria TPSSH functional37 at the TZ2P/ZORA level of theory. Eqn (1) demonstrates the breakdown of the interaction energy (ΔEInt) in this analysis.

 
ΔEInt = ΔEPauli + ΔEElec + ΔEOrb + ΔEDisp(1)

The term ΔEPauli accounts for the repulsive interaction between the occupied orbitals of both fragments.38 The second term, ΔEElec, considers the traditional electrostatic interaction between the two fragments.31 The third term, ΔEOrb, encompasses interactions involving molecular orbitals associated with charge transfer, polarization, and other factors.39 The term ΔEDisp represents the contribution of dispersion force.40 In this analysis, Grimme's D3 dispersion correction was employed to properly account for the dispersion forces in EDA computations.41 This correction allows for the inclusion of weak interactions between the fragments. Furthermore, the analysis of orbital contribution was performed using the natural orbital of chemical valence (NOCV) approach introduced by Mitoraj.42 The scheme considers the interaction of a system AB (with the wavefunction ψ AB) through the interaction of its individual fragments. NOCV analysis serves to identify the charge-flow channels, breaking down the overall change in density Δρ. eqn (2) represents the NOCV by adding the total of pairs of complementary eigenfunctions (ψk, ψk) associated with the eigenvalues vk and −vk. The absolute values of these eigenvalues are equal, but their signs are opposite.43

 
image file: d5dt00494b-t1.tif(2)

The molecular fragments establish charge-flow channels, which are determined by complementary pairs of NOCV. Within each Δρorb(i), electron density can be calculated for both outflow and inflow, denoted as Δρorb [outflow(i)] and Δρorb [inflow(i)], respectively. These calculations are based on pairs of NOCVs (ψk, ψk) with identical absolute eigenvalues |vk|. Eqn (4) allows for the examination of these terms individually. The focus is specifically on the processes of electron density outflow and inflow from a particular fragment.38,44

 
image file: d5dt00494b-t2.tif(3)

The counterpoise approach was utilized to adjust the interaction energies due to the basis set superposition error (BSSE).45

2.5. Catalytic activities

UiO-66 (mono- and bimetallic) was activated before the catalytic test by drying the materials under vacuum at 453 K overnight in Micromeritics SmartVacPrep equipment. The aldol condensation was carried out at 383 K and 5.5 bar of nitrogen in a 20 mL batch reactor (Parr Model 4590) charged with 20 mg of the catalyst in 15 mL (247 mmol) of acetone, 0.60 mL of benzaldehyde and 0.445 mL (0.273 mmol) of n-dodecane as internal standards. The reaction mixture was then stirred at 700 rpm for four hours. Reaction conversion was monitored by taking aliquots (∼200 μL) from the reaction mixture at different time intervals and analyzed by gas chromatography (GC) in a Shimadzu GC-2030 provided with a flame ionization detector (FID) equipped with an Elite-1 column (PerkinElmer, 30 m × 0.32 mm, film thickness: 0.25 μm). Conversion and product selectivity were defined according to eqn (4) and (5), respectively:
 
image file: d5dt00494b-t3.tif(4)
 
image file: d5dt00494b-t4.tif(5)

The initial reaction rate r0 (mol g−1 s−1) was calculated from the initial slope (b) of the conversion vs. time plot (s−1) according to eqn (6), where m (g) represents the mass of the catalyst.

 
image file: d5dt00494b-t5.tif(6)

The mass balance was performed by comparing the conversion of benzaldehyde, indicated by its disappearance, with the generation of the analyzed products, showing a value superior to 80% in all the measurements.

2.6. Kinetic modeling

A rate expression that included the concentrations of benzaldehyde (Bal), benzalacetone (B-One), beta hydroxy acetone (B-ol), and acetone (Ac), based on the conventional bimolecular L–H one and two active site mechanisms, was used to fit the experimental results. A nonlinear residual sum of squares (RSS) regression analysis of the differences between the observed and calculated values was used to provide the experimental data simultaneously. To ensure that the fitting resulted in the global minimum, different initial assumptions of the adjustable parameters ensured that the program always converged to the same minimum with the same fitting parameters for other initial guesses, as previously reported.46

3. Results and discussion

3.1. MOF characterization

The nitrogen isotherm exhibits the characteristic microporous structure type-I form according to the IUPAC report47 (see Fig. S2 ESI). The N2 adsorption–desorption analysis allowed the evaluation of BET surface areas (SBET) and total (Vt), mesoporous (Vm), and micropore volumes (V0) of mono- and bimetallic UiO-66 catalysts, and these results are summarized in Table 1. The study of the textural properties of UiO-66-BDC revealed that all these materials presented similar BET surface areas. Additionally, Fig. S2 of the ESI shows a change in the mesoporous zone of the isotherm for UiO-66-PDC due to the possible formation of mesopores or an interaction of the adsorbate–adsorbent with the free electron pairs of pyridinic nitrogen. According to the pore volume study, all mono- and bimetallic-UiO-66 MOFs have a total pore volume of more than 0.45 cm3 g−1. A plot of the pore size distributions (PSDs) against pore width is shown in Fig. S3. The PSDs for all UiO-66 synthesized were calculated by applying the NLDFT method from the desorption branch of the N2 isotherms. Mono- and bimetallic UiO-66 MOFs displayed a pore distribution that corresponds to the two types of cavities present in the microporous structure of this material, which have been described as octahedral (≈11 Å) and tetrahedral (≈8 Å) cavities connected via triangular-shaped windows (≈6 Å), consistent with a previous report.48 On the other hand, the pore size distribution of MOFs containing PDC is distorted. A reduction in the octahedral pore is found for Zr-UiO-66-PDC, but a broadening of the pores is reported for Hf-UiO-66. The nature of the synthesis probably causes textural alterations in both materials.
Table 1 Textural properties of MOFs
Compound S BET (m2 g−1) V 0 (cm3 g−1) V m (cm3 g−1) V t (cm3 g−1)
Zr-UiO-66-BDC 1377 0.51 0.08 0.59
Zr-UiO-66-PDC 1083 0.42 0.14 0.56
Zr/Hf-UiO-66-BDC 1325 0.51 0.06 0.57
Hf-UiO-66-BDC 934 0.38 0.12 0.46
Hf-UiO-66-PDC 601 0.16 0.29 0.45


In order to evaluate the crystalline structure feature for all MOFs Fig. 1 shows the XRD patterns. According to the reference XRD pattern obtained by Cavka et al. and Camu et al.,8,49 it was observed that all the materials present agreement in the diffraction patterns, suggesting a UiO-66 isostructural framework topology (fcu) for all the synthesized MOFs (mono- and bimetallic) in agreement with the literature.49 Furthermore, an X-ray diffraction pattern of Zr-UiO-66 as a reference material was compared to that of the bimetallic Zr/Hf-UiO-66 sample to confirm that it displayed a pattern resembling that reported by Rogge et al.50


image file: d5dt00494b-f1.tif
Fig. 1 XRD patterns obtained for UiO-66s.8,49,50

For the FT-IR spectroscopy study shown in Fig. S4, the main differences between the structures are observed for the vibrations at 555, 660, and 740 cm−1 for mono- and bimetallic UiO-66 MOFs. These vibrations correspond to the μ3–OH, μ3–O and, M–OH bond stretching found in the secondary building unit (SBU) of each MOF.51,52 The bands between 1506 and 1589 cm−1 correspond to the terephthalic acid ligands’ C[double bond, length as m-dash]C vibrational mode. The C–O stretching mode was allocated to the strong bands at ≈1393 cm−1, and the distinctive band at ≈1664 cm−1 was attributed to the C[double bond, length as m-dash]O vibrational mode in UiO-66. In addition, the produced PDC MOFs exhibit the disubstituted pyridine group's C[double bond, length as m-dash]C vibrational mode, with vibrations between 1400 and 1594 cm−1. Three weak bands linked to the pyridine's distinctive C–N bond can be observed between 1025 and 1200 cm−1.

With the aim of determining the organic linker vacancies in the prepared MOFs, potentiometric acid–base titration and thermogravimetric analysis were performed; see Table S1. All the studied MOFs showed linker vacancies, suggesting that all MOFs have high concentrations of acidic sites. The generation of acidic sites can be related to the inductive effect caused by the oxophilic nature of the metal cluster's atoms in the SBU. Additionally, at least three types of protons generated by water adsorption in the vacancies produced by the absence of the linker (μ3–OH, –OH2, and –OH) are observed in Fig. S5.53 Acid–base titration of both mono- and bimetallic UiO-66 reveals curves with three inflection points associated with the three types of protons. However, the defects or vacancies of 2,5-pyridinecarboxylate linkers were calculated using TGA, as reported by Valenzano et al.54 showing that Zr-UiO-66-PDC presents the highest number of defects with respect to the other MOFs with a pyridine group in the linker molecule (Fig. S6 and S7).

To get information about the type and nature of acidic sites over the different UiO-66 samples, temperature-programmed ammonia and carbon dioxide desorption was performed, followed by mass spectrometry (NH3-TPD-MS and CO2-TPD). The mass fragment 17 m/z was monitored while heating the MOFs from 100 to 450 °C, which indicates NH3 binding to multiple sites. In Fig. S8a, the behavior of NH3 desorption temperature can be observed, demonstrating that all the catalysts displayed one single contribution according to maxima in the range from 124 to 254 °C. The distinct low-temperature desorption peak is attributed to NH3 coordinated to weakly acidic sites of different TPD profiles.55 After deconvolution of the NH3 desorption peak (see Fig. S8b–f), it was shown that MOFs using BDC as a linker include acidic sites below 150 °C, which might be ascribed to the creation of an NH3 hydrogen bond in the μ3–OH of the metal cluster. Above 150 °C, two peaks indicative of weakly acidic sites are detected. The overall quantity of acid in the heated MOFs and their derivatives may be represented as the amount of NH3 bound to the acidic sites, which was calculated by subtracting the amount of physically adsorbed and hydrogen-bonded NH3 from the total amount of NH3. Table 2 shows the amounts of acidic sites for all MOFs, with a higher concentration observed for Zr/Hf-UiO-66 preceded by monometallic UiO-66. Regarding the MOFs with PDC as a linker, the presence of a fourth peak is observed, which could be attributed to the formation of a pyridinium ion resulting from the protonation of pyridinic nitrogen.

Table 2 Concentration of total acidic and basic sites in MOFs determined by TPD-NH3 and TPD-CO2
Materials Total acidic site amount (mmol g−1) Total basic site amount (mmol g−1)
Zr-UiO-66-BDC 1.08 0.13
Hf-UiO-66-BDC 1.14 0.07
Zr/Hf-UiO-66-BDC 1.26 0.10
Zr-UiO-66-PDC 0.74 0.26
Hf-UiO-66-PDC 0.61 0.12


Fig. S9 depicts the CO2 desorption patterns of all materials tested following activation at 180 °C. The desorbed quantities are presented in Table 2. A very modest CO2 adsorption was observed for the conditions used for MOFs containing BDC. On the other hand, MOFs with PDC exhibit a distinct peak located around 115–150 °C with varying intensities and a weak shoulder at higher temperatures (185 °C). All materials showed weak basic sites with no distinction associated with the change of the organic linker.

The XPS data provide details on the surface constituents of the material and the binding energies of the elements that make up the MOFs. Fig. S10 shows that Zr/Hf-UiO-66 contains Zr 3d, Hf 4f, C 1s and O 1s elements. The spectrum of Zr 3d has two Zr peaks (3d3/2 and 3d5/2) located at 185.2 eV and 182.8 eV, respectively, indicating the existence of Zr4+ in O–Zr–O,56 this being previously confirmed by FTIR-ATR. The Hf 4f spectra show two main peaks at binding energies of 17.5 and 19.1 eV, corresponding to the two Hf peaks (4f7/2 and 4f5/2), respectively, whereas the three peaks found in the XPS spectrum of C 1s at 284.7, 286.5 and 288.8 eV are attributed to C–C, C[double bond, length as m-dash]C and O–C–O groups, respectively. These types of bonds are characteristic of the carboxylate group and aromatic ring of the organic linker. The XPS spectrum of O 1s shows three main peaks located at 530.5, 532.1 and 533.5 eV; the first one is characteristic of metal–oxygen bonds and the other two are distinctive of oxygens corresponding to C[double bond, length as m-dash]O and C–O bonds of the organic linker. The theoretical binding energies for Zr 3d and Hf 4f show values of 182.3 eV and 18.3 eV for the M–O bond, respectively. XPS analysis of bimetallic UiO-66 revealed an atomic ratio of almost 1[thin space (1/6-em)]:[thin space (1/6-em)]1 for Zr/Hf-UiO-66 (see Table S2). This suggests that there are three Zr and three Hf atoms in the MOF metal cluster as reported in the literature.8

On the other hand, XPS analysis shows a small shift (>0.5 eV) for the binding energy of Zr 3d and Hf 4f present on the surface of bimetallic UiO-66 (see Fig. S10). Evidence suggests an electronic interchange when both metals are present in the metal cluster of UiO-66. Therefore, it could improve the cooperative effect that allows for predicting an enhancement in catalytic activity.

3.2. Theoretical results

The M-UiO-66/Bal and M-UiO-66/Ac systems were initially studied using the host/guest interaction models (where Bal represents benzaldehyde and Ac corresponds to acetone). These models consider the interaction between the host (M-UiO-66) and the guest molecules (Bal or Ac) on defect sites generated by a missing linker. According to the results of the geometry optimization, it is observed that in the M-UiO-66-PDC or M-UiO-66-BDC systems, Bal and Ac exhibit a final conformation in closer proximity to the Lewis (M) and Brønsted (μ3–O) acid sites. The optimized geometries of the Hf-UiO-66-BDC/Bal and Zr-UiO-66-BDC/Bal systems at the ground electronic state (S0) can be seen in Fig. S11 of the ESI. For these intermolecular interactions, the calculated lengths of Hf⋯OHC– and Zr⋯OHC– are 2.27 and 2.29 Å, for Hf-UiO-66-BDC/Bal and Zr-UiO-66-BDC/Bal, respectively; see Table S3. For these systems, the angles of C−O⋯Hf and C–O⋯Zr are 142° and 130°, respectively, which are commonly found for the C[double bond, length as m-dash]O⋯M interaction.57 The Zr/Hf-UiO-66-BDC/Bal system exhibits optimized structures in the S0 electronic state that closely resemble the arrangement found in the monometallic-UiO-66 systems. The bimetallic-UiO-66-BDC exhibits a geometric arrangement where the interacting system demonstrates that Bal interacts with the Hf metal center at the defective site. The intermolecular interaction is characterized by a Hf⋯OHC– distance of 2.27(0) Å and an angle of 141° between carbonyl groups of Bal and the Hf metal center of node; see Fig. S12. Regarding the M-UiO-66-PDC/Bal systems, the orientation of the Bal molecules is such that the carbonyl groups face both the metal site (Hf or Zr) of the material and the N atoms of the PDC linker pyridine ring. The C–O⋯M interaction leads to intermolecular distances of 2.27 and 2.30 Å, with angles of 123° and 122° for Hf-UiO-66-PDC/Bal and Zr-UiO-66-PDC/Bal, respectively. As shown, the angles suffer a slight diminution in comparison with the BDC systems, which could be related to the presence of the N atom. Furthermore, the intermolecular contact between M-UiO-66-PDC and Bal through the N atom (N⋯HOC–) of 3.55 and 3.52 Å, accompanied by C–H⋯N angles of 162° and 163°, respectively, is displayed in Fig. S13.

In the case of Ac interacting with Lewis (metal center) and Brønsted (μ3–O) acid sites, similar effects are observed for the carbonyl group. Specifically, in the monometallic-UiO-66 system, the final conformation consisted of two intermolecular interactions. The first is the interaction of the Ac carbonyl group shifting to a position closer to the metal center in the defective sites. The second interaction forms a hydrogen bond between a methyl group hydrogen atom and a μ3–O site O atom. The bimetallic-UiO-66 system shows the Ac final conformation comparable to that of the monometallic-UiO-66/Ac system. However, in contrast to the Zr/Hf-UiO-66-BDC/Bal system, the Ac carbonyl group interaction is produced with the Zr metallic center in the defective site (see Fig. S12b) and selected bond lengths for the monometallic-UiO-66/Ac systems are displayed in Fig. S14. The estimated distance between the Ac carbonyl group and the material's metallic center, denoted as –C[double bond, length as m-dash]O⋯M, is between 2.29 and 2.39 Å; see Fig. S14. Additionally, the angle values range from 134 to 142°, as shown in Table S3, which is in concordance with the previously described interaction angles. The calculated –C–H⋯μ3–O hydrogen bond length is between 2.00 and 2.30 Å; see Fig. S14. The [–C–H⋯μ3–O] angle was in the range of 134 to 142° (see Table S3).

To obtain a more comprehensive understanding of the intermolecular interactions between Bal and Ac molecules in the acidic sites of the material, the energy decomposition analysis (EDA) and the natural orbital of chemical valence (NOCV) methods were used. The EDA results indicate that the electrostatic factor plays a significant role in stabilizing energy in all systems. For instance, in the M-UiO-66-PDC/Bal and M-UiO-66-PDC/Ac systems, the ΔEElec component accounts for approximately 55 to 58% of the overall stabilizing energy, as shown in Table S4. In the case of the M-UiO-66-BDC/Bal and M-UiO-66-BDC/Ac systems, about 45 to 50% of the overall stabilization is due to the ΔEElec. Besides, the calculations also indicated that orbital interactions play a significant role in the total stabilizing energy of all systems. It was observed that ΔEOrb ranges from 33 to 42% for all systems. The ΔEOrb refers to the stabilization energy resulting from the interaction of molecular orbitals between interacting species.

The results showed that Bal and Ac molecules might have a strong affinity for the acidic sites (Lewis and Brønsted) present in the studied mono- and bimetallic UiO-66 structures. The ΔEOrb component was examined using the NOCV method to investigate the intermolecular interactions.42,58 From the NOCV deformation density channel (Δρi) it was found that both molecules (i.e.Bal and Ac) interact with a metallic center. Eqn (3) describes how the deformation density channels arising from NOCVs can be expressed as the movement of electron density out or into a specific fragment. The plots of deformation density (Δρ1), shown in Fig. S15–S18, indicate the flow of charge from the molecules (Bal or Ac, outflow) to the metal center (inflow) in all systems. In these NOCV images the deformation density channels are represented by the reduction of electron density (outflow, red contours) and the accumulation of electron density (inflow, blue contours). Thus, in all systems, the main charge transfer channel Δρi, evidences a charge flow from the carbonyl group oxygen atom lone pair of Bal or Ac to the MOF metal center. On the other hand, energetic estimations, ΔEOrb(1), for each Δρ(1), account for 41 to 63% of the orbital component; see Table S3. No evidence was found regarding the interaction between the molecule (Bal or Ac) and the Brønsted acid sites of the material when examining the remaining significant deformation density channels, Δρorb(i), based on their corresponding energy, ΔEOrb(i). The analysis of all systems shows that the EDA-NOCV analysis uncovers the significance of Lewis sites in UiO-66's defective sites. These Lewis sites play a crucial role in the interactions between the adsorbate (Bal or Ac) and the adsorbent (UiO-66 material), which govern the adsorption mechanism of the Bal–Ac pair on the surface.

3.3. Catalytic activity

It has been described that the cross-aldol condensation between Bal and Ac produces C–C coupling. Therefore, acetone is deprotonated to form an enol or enolate-type nucleophile, and this generated intermediary molecule reacts with the carbonyl group of benzaldehyde (electrophile) to obtain a conjugated system of an α,β-unsaturated carbonyl as the final product. This reaction is interesting and important as it consists of two steps occurring in situ. First, α,β-hydroxyketone (B-ol) is formed according to the aldol reaction (see Fig. 2). Subsequently, a conjugated system of an α,β-unsaturated carbonyl corresponding to benzalacetone (see Fig. 2, B-one) is obtained as the final product produced due to the dehydration of B-ol. Previous reports of layered double hydroxides show a large conversion (around 100%), whereas a low selectivity, which does not get over 55%.59,60 Furthermore, the use of NaOH as a homogeneous catalyst shows a large conversion and also a good conversion; however, the purification of B-one is complicated.61 A similar catalyst (as in this report), constituted by the addition of Cs+ over a β-zeolite has shown a conversion of 72% with a selectivity of 98%.62
image file: d5dt00494b-f2.tif
Fig. 2 Schematic reaction of cross-aldol condensation of benzaldehyde and acetone.

The catalytic and selective activity of the herein-studied MOFs in the cross-condensation of benzaldehyde and acetone to produce benzalacetone changed as the organic linker was altered. Fig. 3a–c depict the catalytic conversion development of mono- and bi-metallic UiO-66 catalysts with 1,4-benzenedicarboxylic acid (BDC) as an organic linker. While Fig. 3d and e show the trend of catalytic activities based on cross-aldol condensation of benzaldehyde/acetone with 2,5-pyridinedicarboxylic acid (PDC) as an organic linker. Also, this figure illustrates the differences in initial material conversion as a function of time for the five MOFs under study. Every catalyst increases the conversion over time, which might explain the variations of the acid–base characteristics in each material. Also, the absence of a linker (defect) creates Lewis acid sites, like coordinatively unsaturated spots, which facilitate reagent adsorption. However, according to the physicochemical analysis, all defective UiO-66 sites have a variety of acidic sites that promote dynamic acidity throughout the condensation reaction. The production of enolate or enol intermediates during the aldol condensation depends on the presence of UiO-66 acid active sites. Furthermore, the presence of the free electron pair of nitrogen atoms in the MOF organic linker aromatic ring has a significant effect on each substance's acid–base characteristics. Similar to the previous results, some acetone auto-condensation reaction was observed when the bimetallic UiO-66 was used. However, the results obtained support the fact that the MOFs studied have a higher selectivity for the cross-coupling aldol condensation.


image file: d5dt00494b-f3.tif
Fig. 3 Catalytic conversion over (a–c) mono- and bimetallic UiO-66-BDC, and (d–e) UiO-66-PDC via cross-coupling aldol condensation reaction.

In addition, Fig. 4 presents the MOFs’ catalytic activity concerning the turnover frequency (TOF) behavior calculated from the initial reaction rate normalized by the total acidic sites for each material used. The more significant amount of MOF acid sites might impact how benzaldehyde interacts with the MOF and how it is adsorbed onto surfaces. However, the diversity of total acidic sites among the remaining 5 MOFs produces differences in catalytic activities, which suggests coordinated active site kinetics. As there is no specific kinetic route to create benzalacetone, this concerted mechanism connected to the concentration of acid–base sites reduces the initial reaction rate.63 The catalytic environment of Zr/Hf-UiO-66 is more favorable for benzaldehyde conversion due to the formation of unique electronic and steric effects that influence the strength of the defect density in the MOF metal cluster. Concerning monometallic UiO-66, the interaction energy of the benzaldehyde on the material's surface is influenced by the oxophilic character of the metals in the SBU of MOFs, which leads to variations in the pace at which the target product forms. With a higher oxophilic character of the constituent metals of the SBU, an increase in the catalytic activity of the materials is expected. However, the presence of pyridinic groups in the organic ligand decreases the strength of the acidic sites in the metal clusters of MOFs, decreasing the catalytic activity toward C–C coupling formation.


image file: d5dt00494b-f4.tif
Fig. 4 Turnover-frequency as a function of total acid surface density of UiO-66 catalysts for cross-aldol condensation of benzaldehyde and acetone.

The relevance of active sites in the material vacancies is shown by a comparative examination of the interaction energies acquired using EDA-NOCV analysis, and the catalytic activity determined using TOF. Specifically, the acidic sites play a key role in the interactions between the adsorbate (Bal or Ac) and the adsorbent (UiO-66 MOFs), influencing the Bal–Ac interaction process onto the surface. Fig. 5 depicts the trend of the total interaction energies of the Bal–Ac pair on the surface of each MOF vs. the calculated TOF for this reaction. The TOF describes the quantity of molecules of benzaldehyde converted into the specified product per second. Because of the metal composition in the cluster, Zr/Hf-UiO-66 has the highest TOF due to the cooperative effects of total acidity, defectivity, site availability, and electronic distribution, which are impacted by the catalyst's acidic site strength. In addition, this cooperative effect enhances the adsorption of the reactants (Bal–Ac) on the catalyst surface and consequently increases the possibility of the active site interactions with the reactants. Furthermore, the geometry optimization study reveals that Zr/Hf-UiO-66 has a distinct geometrical arrangement when interacting with Bal or Ac. Thus, the interacting system supports that Bal interacts preferentially with the Hf metal center at the defect site, whereas Ac interacts preferentially with Zr. Also, the main intermolecular interaction is given by an Hf⋯OHC– bond between the carbonyl groups of Bal and the Hf metal core of the node, as shown in Fig. S8a and S8b.


image file: d5dt00494b-f5.tif
Fig. 5 Correlation between the turnover frequency and interaction energy for cross-aldol condensation (Bal/Ac) over MOFs.

Fig. 6 presents the selectivity behavior of all the MOFs under isoconversion conditions (30% of conversion), highlighting the variations in the β-hydroxyketone and benzalacetone concentrations. The differences in selectivity might be related to a modest variation in the active sites’ nature of each catalyst and how these sites impact the intermolecular interaction geometry of the reactants on the catalyst's surface. As reported by Pazo et al.,63 the water produced from aldol dehydration adsorbs on the catalyst surface, changing the nature of the acidic site. For this reason, UiO-66-BDC presents low selectivity towards the formation of the α,β-unsaturated carbonyl groups. According to the results obtained, both UiO-66-PDCs are more selective for cross-aldol condensation than MOFs containing the BDC linker, because the electron pair of the PDC offers an influence on the nature of the active site of the material. While the hydrogen atom connected to the oxo atom of the μ3–OH group protonates the acetone's carbonyl, the PDC nitrogen's electron pair is expected to interact with the carbonyl carbon of the benzaldehyde. This behavior suggests that, in addition to the free electron pair of the pyridine nitrogen, the acetone–benzaldehyde couple interacts primarily with three types of protons that are present in the UiO-66-PDC structure: μ3–OH, –OH2, and –OH protons. The formation of hydrogen bonds and van der Waals-type interactions cause these interactions, which are somewhat consistent with the previously reported theoretical computations.


image file: d5dt00494b-f6.tif
Fig. 6 Selectivity obtained at 20% conversion in UiO-66 catalysts.

Finally, a process of Ac enolization by the abstraction of the protons facilitated by the acid–base pairs in the frameworks is presented by thermal analyses of the acidity and basicity of each material. According to a proposal made by Rojas et al.,64,65 the metal center polarizes the acetone's carbonyl group. This polarization causes α-proton acidification, making its abstraction easier by the metal center's structural oxygen atom. The framework's bridging oxygen atom works as a base, creating an enolate. A combination of factors in Hf-UiO-66 has higher catalytic activity (Lewis's acidity, accessibility of active sites, pore volume, and surface contacts). A distinct behavior is observed when the pyridine groups are in the MOF's organic linker. Thus, the adsorption modes of the reagents on the active sites, as depicted in Fig. 7, indicate that the aldol condensation on UiO-66 with BDC and PDC exhibits different kinetic mechanisms depending on the metal and organic linker present in the MOF structure.


image file: d5dt00494b-f7.tif
Fig. 7 Proposal of an adsorption mechanism of the benzaldehyde–acetone pair on the surfaces of (a) M-UiO-66-BDC, (b) Zr/Hf-UiO-66-BDC, and (c) M-UiO-66-PDC.

3.4. Kinetic modeling of UiO-66

The aldol condensation of benzaldehyde with acetone is generally acknowledged to be caused by the presence of a catalyst with acidic or basic properties.11,65,66 Different possible reaction mechanisms were studied to understand further the cross-coupling condensation mechanism using UiO-66 as a catalyst. Thus, the UiO-66 catalytic reaction to generate benzalacetone involves six stages, according to the proposed reaction mechanism (Fig. 8a). This mechanism relies on the UiO-66 material's ability to possess catalytically active sites, which have been proposed to be generated during the synthesis of the material.54 Specifically, the Lewis acid sites are generated due to the MOF's defect creation, resulting in coordinatively unsaturated sites.
image file: d5dt00494b-f8.tif
Fig. 8 Proposal of the surface reaction mechanism of UiO-66-BDC catalysts using the Langmuir–Hinshelwood model: (a) bimolecular one site and (b) bimolecular two sites.

The steps of the cross-aldol reaction depicted in Fig. 8a will be first discussed. According to the suggested Langmuir–Hinshelwood mechanism (LHM), both reagents are adsorbed through their carbonyl oxygen group on adjacent MOF metallic atoms (steps 7–8). The Ac molecule is activated by the α-carbon atom, inducing a hydrogen transfer to the metal cluster μ3–oxygen. An enolate intermediate67 is created in the process, which is stabilized due to the contact with the metal active site (step 8). Metal-bonded enolate has a high tendency to attack the adsorbed benzaldehyde. Afterwards, a new intermediary state is created after a nucleophilic attack at step 9 (producing C–C coupling). This step involves the breakage of the enolate linked to the metal. The C–C coupling product generates a more stable intermediate along the reaction pathway in step 9. The hydrogen attached to the μ3–oxygen atom in step 9 protonates the C–C coupling product, creating the aldol product. The molecule is rearranged into the active site of the MOF, and the α-carbon atom is deprotonated. Then, the α-carbon atom protonates the metal cluster μ3–oxygen atom (step 11). Then, the hydroxyl group is broken from the obtained intermediate, forming the primary product, benzalacetone (step 12). Based on the calculated kinetic constants, the product is released quickly. Subsequently, water is created during the aldol condensation processes while benzalacetone is kept in the reaction medium. Fig. 8b shows the adsorption of Bal and Ac on two active sites of different natures. Due to the oxophilic difference of the clusters’ metals, the less acidic reagent (Ac) likely adsorbs on a more oxophilic metal (Hf) and vice versa, as suggested by theoretical calculations. According to the above, bimolecular surface reaction mechanisms are proposed at one site when the MOF cluster is monometallic and at two sites when it is bimetallic.

It has been observed in the kinetic study that the determining step of the reaction is mainly associated with the subsequent protonation/deprotonation of the reactive molecules. The hydroxyl group is then dehydroxylated by chemisorption at the metal Lewis acid site. According to Pazo et al., a modification to the catalytic site composition is suggested.63 Accordingly, the elementary steps for benzaldehyde conversion can be described by the one-site L–H mechanism with the following equations, where “*” represents an active site, Bol is the reaction intermediate (beta hydroxy ketone), and Bone is the reaction product (benzalacetone).

 
image file: d5dt00494b-t6.tif(7)
 
image file: d5dt00494b-t7.tif(8)
 
image file: d5dt00494b-t8.tif(9)
 
image file: d5dt00494b-t9.tif(10)
 
image file: d5dt00494b-t10.tif(11)
 
image file: d5dt00494b-t11.tif(12)

For the two sites, the L–H mechanism reaction steps involve the following equations:

 
image file: d5dt00494b-t12.tif(13)
 
image file: d5dt00494b-t13.tif(14)
 
image file: d5dt00494b-t14.tif(15)
 
image file: d5dt00494b-t15.tif(16)
 
image file: d5dt00494b-t16.tif(17)

Under the reaction conditions, for the one-site and dual-site L–H mechanisms, the rate-determining step (RDS) is the surface reaction (eqn (9)). This step corresponds to the acetone and benzaldehyde adsorbed reaction to produce b-hydroxy ketone (eqn (9)), as the presence of Bol was revealed by gas chromatography. With these considerations, the rate expressions correspond to eqn (13) for one-site L–H and eqn (14) for a dual-site mechanism.

 
r = kccKBalKAc[Bal][Ac]θ2v(18)
 
r = kccKBalKAc[Bal][Ac]θv1θv2(19)
where θ represents the fraction of surface area covered by each compound in the reaction, and the mathematical clearance of this model leads to the rate expression for the L–H (more details for both models can be found in the ESI):
 
image file: d5dt00494b-t17.tif(20)

Then,

 
image file: d5dt00494b-t18.tif(21)
  Simplifying the equations gives the following:
 
image file: d5dt00494b-t19.tif(22)
 
image file: d5dt00494b-t20.tif(23)

while for the two-site L–H model, the rate equation becomes:

 
image file: d5dt00494b-t21.tif(24)
and
 
image file: d5dt00494b-t22.tif(25)

Simplifying the equations gives the following final equations:

 
image file: d5dt00494b-t23.tif(26)
 
image file: d5dt00494b-t24.tif(27)

The results of adjustment of the kinetic models with experimental data are shown in Fig. S19. Appreciably, the one-site L–H model best fits the experimental data, with an RSS value of >0.9976 when UiO-66 is monometallic with BDC as a linker and >0.9885 with PDC as an organic linker. The RSS value of the two-site L–H model is 0.9965 for Zr/Hf-UiO-66. This strongly suggests that the reaction is carried out by adsorbing Bal and Ac, as shown in Fig. 8a for the monometallic BDC MOFs. Both adsorbed Bal and Ac react by a nucleophilic attack of the enolate towards the benzaldehyde to generate B-ol. Finally, Table 3 shows the results of the kinetic parameters obtained from the bimolecular one-site L–H model. From the adsorption constant data, it is possible to establish that Bal and Ac have a greater affinity with the surface than the other compounds similar to that observed by DFT. This possibly explains why its generation was not observed during experimental analyses. Also, the adsorption constant for Bone is lower compared to the adsorption constant for the rest of the analyzed compounds, which favors the desorption of the product once Bol has been dehydrated on the surface of the catalyst. Moreover, in the bimolecular dual-site model, the rate limiting step is the attack of the enolate species by another Ac acting as an electrophile and adsorbed at a vicinal Lewis acid site, which facilitates the C–C coupling.

Table 3 Optimized kinetic parameters obtained by fitting benzaldehyde and acetone condensation data on MOF catalysts with bimolecular Langmuir–Hinshelwood models
  Rate constant (mmol g−1 s−1) Adsorption equilibrium constant (mmol−1)    
MOFs k cc K 1(bal) K 2(ac) RSS Model
OSLH: one site Langmuir–Hinshelwood model and TSLH: two site Langmuir–Hinshelwood model.
Zr-UiO-66-BDC 1.059 0.1342 0.0089 0.9994 OSLH
Zr/Hf-UiO-66-BDC 19.638 0.0007 0.0303 0.9965 TSLH
Hf-UiO-66-BDC 3.809 0.0211 0.0915 0.9976 OSLH
Zr-UiO-66-PDC 3.669 0.0016 0.0034 0.9885 OSLH
Hf-UiO-66-PDC 4.926 0.0044 0.0219 0.9978 OSLH


The same reaction mechanism was examined for the cross-aldol condensation found for UiO-66-PDC, which shows the importance of the presence of the oxo-atom in the inorganic piece as the basic site. Fig. 9 shows the proposed deprotonation of the acetone following adsorption on the Lewis acid site of the metal cluster in order to form the enolate by proton transfer from the α-carbon to the μ3–oxygen. The pyridine group of the organic linker functions as an electron donor of the linker and does not actively participate in the reaction, and the effects of its presence on the various steps of the reaction profile appear to be minor. The linker's nature alters the reaction's kinetics due to the replacement of the phenyl group with the pyridine group, strengthening the benzaldehyde's contact, and forming a pseudo-hydrogen bridge connection. This contrasts with the findings of Hajek et al.,12 who reported that using UiO-66 functionalized with an amino group resulted in slightly higher activity for cross-aldol formation due to slightly stronger adsorption. In summary, the adsorption of the reactants, combined with a slightly lower barrier for the pyridine-functionalized material, would point toward a lower catalytic activity.


image file: d5dt00494b-f9.tif
Fig. 9 Proposal of the surface reaction mechanism of UiO-66-PDC using the Langmuir–Hinshelwood model.

Lastly, it has been noted that this catalytic process involves several variables, including acidic/basic sites, acid strength, pore volume, surface contacts, and active site accessibility that affect the kinetics of the reaction. It should be noted that the enhanced abilities of all MOFs to condense acetone with benzaldehyde and dehydrate the aldol intermediate to form the α,β-unsaturated carbonyl group exhibit desirable properties to be used in aldol condensation. Furthermore, Fig. S20 illustrates the Zr/Hf-UiO-66 catalyst's stability in relation to the production of benzalacetone. After the fifth repetition, the Zr/Hf-UiO-66 catalyst progressively loses its catalytic yield by around 17%, according to the results shown. In order to give an explanation for the loss in activity, XRD, surface area, FT-IR, TGA and XPS experiments were performed over the used catalyst. Fig. S21–25 show the obtained results. Textural and crystallography changes can be observed, which could support the collapse of some portions of the MOF. However, the microporosity and thermal stability are maintained. As can be observed in the XPS analysis, a slight composition change was observed on the surface of the material, which also supports some collapse of the MOF.

4. Conclusions

All the synthesized MOFs presented textural, crystalline, and acid–base characteristics according to the UiO-66 type materials. These MOFs were used in the catalytic experiments performed in this work. A higher initial catalytic activity was observed for the cross-aldol product, and benzaldehyde had a higher initial reaction rate with the MOF. Using Zr-UiO-66-BDC, Hf-UiO-66-BDC, and Zr/Hf-UiO-66-BDC, the reaction kinetics data were verified and compared with those of their corresponding UiO-66-PDC with Zr and Hf. However, the experiments predict a similar performance of both catalysts after four reaction hours. The total acidic sites play a crucial role in the interactions between the adsorbate (Bal or Ac) and the adsorbent (UiO-66 materials), which influence the Bal–Ac adsorption process on the surface. There is an observed trend between the DFT total interaction energies of the Bal and Ac pair on the surface of each MOF vs. the TOF. In all the catalysts, the experiment clearly shows a high selectivity towards the cross-product; however, in the parent UiO-66, there is competition with the self-aldol condensation in the very early phases of the reaction. The availability of active metal sites may also influence the activity ratio change of UiO-66 vs. UiO-66-PDC as a function of reaction time, although this needs more sophisticated approaches. Finally, the bimetallic UiO-66 presented a bimolecular kinetic adjustment of the two-site L–H model. In addition, as it is possible to appreciate, the one-site L–H model best fits the experimental data, with an RSS value of >0.9976 when the UiO-66 is monometallic with BDC as a linker and >0.9885 with PDC as an organic linker.

Data availability

The data supporting this article have been included as part of the ESI.

Conflicts of interest

There are no conflicts to declare.

Acknowledgements

This work was supported by ANID-Chile under FONDECYT-Chile project 1241917, 1220763, 1231194, PIA CCTEAFB170007, ANID Post-doctoral 3230141, and FONDEQUIP EQM 160070. This work was also supported by FONDAP/SERC Chile/1523A0006. The authors are thankful for the financial support given by the European Commission through the H2020-MSCA-RISE-2020 BIOALL project (Grant Agreement: 101008058). Unidad de Equipamiento Científico MAINI®-XPS, ANID-FONDEQUIP EQM140044. This material is based upon work supported by the Air Force Office of Scientific Research under award number FA8655-25-1-8759.

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