Abstract
Four kinds of conjugated microporous polymers (CMPs) with imine structures were synthesized by a Sonogashira coupling reaction followed by a postreaction between aldehydes and amines. Palladium nanoparticles (Pd NPs) were successfully supported on the CMPs to prepare Pd/CMP heterogeneous catalysts and were used to catalyze the Suzuki–Miyaura coupling reaction. The number of aromatic nuclei and nitrogen atoms in the CMPs highly affects Pd loading. In the Suzuki–Miyaura coupling reaction, the Pd/CMP with good Pd NPs dispersibility and appropriate Pd content (Pd/CMP-NA) exhibited the highest catalytic efficiency with 100% conversion and 95.4% yield which can be used for many substrates. The Pd/CMP-NA heterogeneous catalyst was easy to recover and still exhibited good catalytic efficiency after 5 cycles. To further understand the catalytic mechanism of Pd/CMP-NA on the Suzuki–Miyaura coupling reaction, we proposed a rational catalytic cycle. This paper provides an idea for the structural design of CMPs used for Suzuki–Miyaura catalytic reaction.
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Introduction
The Suzuki–Miyaura coupling reaction refers to the cross-coupling reaction of aryl or alkenyl boronic acid with halogenated aromatic hydrocarbons or alkenes under the catalysis of zero-valent Pd [1]. This reaction was published in 1979 by Akira Suzuki, a 2011 Nobel Prize winner, and is widely used to synthesize many natural products and organic materials, such as polyolefins, styrene and biphenyl derivatives, and exhibits strong substrate applicability [2,3,4,5,6,7]. Homogeneous palladium catalysts have been widely studied by many scholars due to their excellent catalytic performance, but they are expensive and difficult to separate and reuse. At the same time, Pd species may also cause pollution that is toxic to products, and their practical application is largely limited [8,9,10]. In contrast, heterogeneous catalysts can be recycled through simple separation methods, overcoming the shortcomings of homogeneous catalysis [11,12,13,14,15]. In recent years, palladium nanoparticles (Pd NPs) with small diameters (1–10 nm) have become the focus of catalysis research because they exhibit high catalytic efficiency in various organic solvents because of their high surface to volume ratio and quantum size effect. However, these Pd NPs are unstable due to their high surface energy and are prone to form Pd agglomerates, resulting in reduced activity or even deactivation, which limits their wide application [16,17,18,19,20]. Therefore, finding suitable support materials is a great challenge in the field of heterogeneous catalysis. Various materials, such as mesoporous silica, zeolites, and porous organic polymers (POPs), have been successfully used as heterogeneous catalytic carriers so far [21,22,23,24,25]. Among these supports, POPs are excellent scaffolds for various task-specific applications because of their high specific surface area, structural diversity and fine dispersion of catalytic sites [26, 27]. The lightweight, high intrinsic porosity and structural stability enhanced the great potential of these supports as heterogeneous organocatalysts. Thus, POPs are considered promising support materials [28, 29].
There are four categories of POPs, including hypercrosslinked polymers (HCPs), polymers of intrinsic microporosity (PIMs), covalent organic frameworks (COFs), and conjugated microporous polymers (CMPs) [30,31,32,33,34]. Among them, CMPs are organic porous materials that are composed of completely conjugated molecular chains and have a microporous structure [35]. CMPs are used in many fields, including gas adsorption, heterogeneous catalysis, chemical sensing and energy conversion [22, 36,37,38,39,40]. CMPs exhibit several characteristics, including a large specific surface area, high stability, controllable and precise micropore size and volume, etc., showing great application potential in the field of catalysis [41]. Recently, the catalytic performance of many CMPs containing functional units, such as metalloporphyrins, bipyridines, triazines, and imines, has been enhanced by supporting Pd NPs on the framework [42,43,44,45]. The Pengyao Ju group prepared a salen-porphyrin-based CMP supporting Pd NPs heterogeneous catalyst (Pd@SP-CMP). For the Suzuki–Miyaura coupling reaction, Pd@SP-CMP showed good catalytic efficiency (78%–99% yield) and excellent stability in water or dioxane/water [46]. The Yaozu Liao group used nitrogen-rich CMPs to support Pd to prepare a heterogeneous catalyst with > 94% catalytic efficiency after 6 consecutive runs in the Suzuki–Miyaura coupling reaction [47]. The Lee group synthesized a CMP based on Pd acetylide from palladium dichloride and trialkyne. A heterogeneous catalyst supported by Pd NPs was synthesized via a one-step pyrolysis of Pd-CMP, producing a reaction yield higher than 95% for the Suzuki–Miyaura coupling reaction [48]. Pd supported on CMP has achieved good results in the catalysis of Suzuki–Miyaura coupling reaction. However, previous materials, such as porphyrin, are usually expensive, and the synthesis steps are complicated.
In this study, four kinds of CMPs with different numbers of aromatic nuclei and nitrogen atoms via imine bonds were designed and synthesized. The loading of Pd NPs on CMPs was discussed, and the catalytic efficiency of the four Pd/CMPs for Suzuki–Miyaura coupling reaction was confirmed. Finally, we proposed a rational catalytic cycle to provide a new idea for the structural design of CMP used as heterogeneous catalyst.
Experimental
Materials
3,5-Dibromobenzaldehyde (A2), triphenylphosphine, cuprous iodide, aniline, 8-aminoquinoline, n-hexamine, palladium acetate and sodium borohydride were purchased from Shanghai Aladdin Biochemical Technology Co., Ltd. 1,3,5-Tris(4-ethynylphenyl)benzene (B3), 1,3,5-triethynylbenzene (B3s) and bis(triphenylphosphine)palladium dichloride were purchased from Shanghai McLean Biochemical Technology Co., Ltd. Unless otherwise stated, all the chemicals were used without purification and all polymers were synthesized under a nitrogen atmosphere.
Characterizations
1HNMR spectra were obtained by using a 600 MHz Bruker AV600 + BH0055 superconducting NMR spectrometer. Using Bruker BL. Tensor37 spectrometer, FT-IR spectral analysis was conducted in the range of 4000–400 cm−1. Using a 400 MHz Bruker AVANCE III HD NMR spectrometer, 13CNMR spectra were obtained. The American MAC ASAP 2460 system was used to measure nitrogen adsorption and desorption isotherms at 77 K, and the pore size distribution curve was calculated based on the nonlocal density functional theory (NLDFT). The ESCALAB250Xi Thermo spectrometer was used for XPS measurements. The NEXION350X PE ICP–MS spectrometer was used for confirming Pd contents. We obtained scanning electron microscopy (SEM) images by using a HITACHI S-4300 electron microscope. High-resolution transmission electron microscopy (HRTEM) and transmission electron microscopy (TEM) images were obtained with a Talos F200S. The EDS image was obtained with SUPERX. Using a France Setaram Labsys Evo thermogravimetric analyzer, thermogravimetric analysis (TGA) was performed. Using a D8, Bruker-AES, powder X-ray diffraction (PXRD) was performed. The reaction mixture was analyzed using a GC122 instrument (Shanghai Precision Scientific Instrument). GC conversion was determined by integrating the feedstock and product peaks using preestablished response factors.
Synthesis of CMPs
Synthesis of CMPs with CHO groups (Scheme 1 )
3,5-Dibromobenzaldehyde (A2) (750 mg, 2.84 mmol), 1,3,5-tris (4-ethynylphenyl) benzene (B3) (717 mg, 1.89 mmol), Pd(PPh3)2Cl2 (99.6 mg, 0.14 mmol, 5%), PPh3 (372 mg, 1.42 mmol, 50%) and CuI (27.1 mg, 140 μmol, 5%) were added to the reaction flask, triethylamine (90.0 mL) was injected under a nitrogen atmosphere, and under reflux the reaction was carried out for 24 h. When the system is cooled to room temperature, the crude product was washed successively with three solvents (toluene, chloroform and KI aqueous solution), then extracted with dichloromethane Soxhlet for 24 h and vacuum-dried for 36 h. The yellow powder obtained was CMP1 with a yield of 98.8%.
The synthesis process of CMP2 is similar to that of CMP1. The light yellow powder obtained was CMP2 with a yield of 99.1%.
Synthesis of CMPs with imine groups (Scheme 1 )
CMP1 (164 mg, 300 μmol) and aniline (27.9 mg, 300 μmol) were added to the reaction flask, and N, N-dimethylformamide (10.0 mL) was injected. The reaction was carried out at 120 °C for 48 h. When the system was cooled to room temperature, the reaction was removed and filtered. The crude product was washed with solvent until the filtrate was colorless. After extraction with dichloromethane Soxhlet for 24 h and drying in vacuum for 24 h, the orange powder obtained was CMP-NA with a yield of 83.0%.
The process of synthesizing CMP-L, CMP-NN and CMP-NAs was similar to that of CMP-NA, and yields of 89.5%, 85.7% and 80.2% were obtained, respectively.
Synthesis of Pd/CMPs (Scheme 1 )
CMP-NA (30.0 mg) was added to palladium acetate (9.00 mg, 400 μmol) in ethanol (3.00 mL), and stirred for 12 h at room temperature. The solid obtained was separated by centrifugation and washed with acetonitrile. The obtained solid was added to a 4 mL solution of sodium borohydride (46.8 mg, 1.24 mmol) (water/ethanol (v:v) = 1:1) and stirred for another 8 h at room temperature. After filtering the solid, it was washed with deionized water and ethanol and dried for 24 h in vacuum. The dark brown powder obtained was Pd/CMP-NA with a yield of 91.5%.
The process of synthesizing Pd/CMP-L, Pd/CMP-NN and Pd/CMP-NAs was the same as that of Pd/CMP-NA. The three kinds of Pd/CMPs were dark brown powders, and the yields were 90.2%, 94.1% and 90.2%, respectively.
Experimental process of Suzuki–Miyaura coupling reaction
Typically, phenylboronic acid (750 μmol), halobenzenes (500 μmol), Pd/CMP-NA (0.75 mol%) and NaOH (750 μmol) were added to the reaction flask, and the mixture was stirred in solvent (3.00 mL) for 1 h under 80 °C and nitrogen atmosphere. After cooling the system to room temperature, the catalyst was filtered and washed with ethyl acetate several times, then dried and put into for the next cycle. The organic layer was extracted and collected, the solvent was evaporated in vacuum after water removal, and the crude product was purified by column chromatography.
Results and discussion
Synthesis process of CMPs containing imine groups with different numbers of aromatic nuclei and nitrogen atoms
CMP1 and CMP2 were synthesized by a Sonogashira coupling reaction according to Scheme 1 as a material for synthesizing CMPs with imine groups. The structures of CMP1 and CMP2 were confirmed by FT-IR spectra. The stretching vibration peak of –C≡C–H at 3274 cm−1 disappeared, which was attributed to monomers B3 and B3s; a new peak of –C≡C– was generated at 2203 cm−1; and the stretching vibration peak of -C = O at 1697 cm−1 remained, which was attributed to monomer A2 (Fig. S1(a, b)), indicating that the two CMPs with CHO groups were successfully synthesized.
Four kinds of CMPs with different numbers of aromatic nuclei and nitrogen atoms via imine groups (CMP-L, CMP-NA, CMP-NN, CMP-NAs) were prepared by postreaction of CMPs containing CHO groups with three kinds of amines (Scheme 1). The structures of CMPs with imine groups were determined by FT-IR and solid-state 13C-NMR. Stretching vibration peaks of –C≡C– at 2203 cm−1 and a new peak of –C = N at 1639 cm−1 were observed. The double peaks of -NH2 at 3367 and 3282 cm−1 disappeared, and the stretching vibration peaks of –C = O at 1697 cm−1 remained (Fig. 1a). Combined with the solid-state 13C-NMR spectrum, in which the peaks of –C≡C– and –C = N at 90.4 and 158.3 ppm were observed (Fig. 2), the results indicated that CMP-L was successfully synthesized. Similarly, from the FT-IR spectra of the other three CMPs with imine structures (CMP-NA, CMP-NN, CMP-NAs), the stretching vibration peaks of -C = N were generated (Fig. 1b, c, d), and their solid-state 13C-NMR spectra showed the peaks of –C≡C– and –C = N (Fig. 2). We can conclude that all CMPs with different numbers of aromatic nuclei and nitrogen atoms via imine groups were synthesized successfully.
X-ray photoelectron spectroscopy (XPS) was used to measure the elemental composition in the CMPs with imine groups. Taking CMP-NA as an example, the C 1 s and N 1 s peaks at 283.1 and 397.1 eV were observed in the survey spectra (Fig. S2 (a)). The different binding energies in the C 1 s spectrum at 284.4, 284.7, 284.9 and 285.5 eV were attributed to C–H, C = N, C–C and C–N, respectively (Fig. 3a). In the N 1 s spectrum (Fig. 3(b)), two different binding energies at 399.6 and 400.5 eV were arisen from the C–N and C = N bonds. All results further confirmed that CMP-NA was synthesized successfully. The XPS spectra of other CMPs having imine groups were shown in Figs. S2–S5.
The porosity of CMPs with imine structures was obtained by N2 adsorption/desorption isotherms (Fig. 4 and insets), and we calculated the pore size distribution by the nonlocal density functional theory (NL-DFT) method. The adsorption curves of two kinds of CMPs exhibited a type I sorption profile. The Brunauer–Emmett–Teller (BET) surface areas of CMP-NA and CMP-NAs were 74.8 and 73.5 m2/g, and the pore size distribution was narrow at 1.4 and 1.5 nm, respectively. The low BET surface areas of CMP with imine groups may be because of the large steric hindrance between the postsynthesized imine part and the CMPs that contained a CHO group skeleton. The morphology of CMPs with imine structures was characterized by SEM (Fig. 5a). The CMPs with a large skeleton of B3 showed regular sphere morphologies, while CMP-NAs with a small skeleton of B3s did not show regular morphology. Thermogravimetric (TG) analysis was carried out to test the thermal stability of CMP-NA (Fig. S6). CMP-NA started to decompose at 200 °C and showed a weight loss of 3.1% at approximately 300 °C, which may be due to the small molecules left in the pores of CMPs. CMP-NA remained 71.3% at 800 °C, which suggested its good thermal stability.
Synthesis of the Pd/CMP heterogeneous catalyst
Four kinds of Pd/CMP heterogeneous catalysts (Pd/CMP-L, Pd/CMP-NA, Pd/CMP-NN, Pd/CMP-NAs) with different Pd contents were synthesized by treating CMPs with palladium acetate followed by reduction with sodium borohydride (Scheme 1). The morphology of Pd/CMPs showed almost no change compared with that of CMPs (Fig. 5b). Judging from the EDS SEM-mapping images (Fig. 5c) and the TEM image (Fig. 6a), the Pd NPs were more uniformly dispersed in CMP-NA and CMP-NAs, and there was a small amount of Pd aggregation in Pd/CMP-L and Pd/CMP-NN. To further confirm the crystalline diffraction of Pd NPs, HR-TEM was performed. The Pd NPs were in the crystalline phase with an interplanar spacing of 0.231 nm, corresponding to the (111) plane of Pd NPs (Fig. 6b). The characteristic diffraction plane at (111) was given in the corresponding selected area electron diffraction (SAED) pattern (Fig. 6c). The high-annular dark-field scanning TEM (HAADF-STEM) pattern (Figs. 6d and e) and the elemental mapping of Pd (Fig. 6f) further demonstrated that the Pd NPs were uniformly dispersed.
XPS was used to reveal the interaction between Pd and CMPs, and the oxidation state of Pd in Pd/CMPs can be confirmed. In the XPS survey spectrum, the diffraction peak of Pd was found at a binding energy of 336.3 eV (Figs. S2(a)-(d)), and the N1s XPS spectra showed the N-Pd peak at a binding energy of 399.1 eV (Figs. 7a and S7-S9(a)). The results above indicated that the Pd NPs were successfully immobilized on CMPs through imine groups. The Pd 3d XPS spectra (Figs. 7b and S7-S9(b)) showed that the binding energies of 335.0 and 340.3 eV were the diffraction peaks of Pd 3d5/2 and Pd 3d3/2, proving that the Pd in Pd/CMPs was Pd(0). The XRD patterns of Pd/CMPs showed a wide diffraction peak at 20.68° from the CMPs and sharp peaks at 39.26°, 45.62°, 66.62° and 80.34°, corresponding to the (111), (200), (220) and (311) crystal planes of Pd, respectively (Figs. 7c and S7–S9(c)). The FT-IR spectra of CMPs and Pd/CMPs were measured (Figs. 7d and S7–S9(d)). The stretching vibration peak of –C = N shifted from 1626–1639 to 1551–1552 cm−1 after immobilizing Pd on CMPs, which further proved the successful synthesis of Pd/CMPs [49]. The Pd contents of Pd/CMPs were confirmed by using ICP-MS (Table 1). The CMP-NN with two aromatic nuclei and two nitrogen atoms supported the most Pd, which may be caused by the stronger π–π stacking interaction and the greater number of sites for Pd to be immobilized.
Catalytic efficiency of Pd/CMPs in the Suzuki–Miyaura model reaction
Optimization of the model reaction using Pd/CMP-NA
To evaluate the catalytic efficiency of Pd/CMPs as heterogeneous catalysts for the Suzuki–Miyaura coupling reaction, the phenylboronic acid and p-iodotoluene as model reactions using Pd/CMP-NA was utilized (Scheme 2). We systematically studied the effects of reaction time, base, base content, solvent and temperature on the catalytic efficiency of Pd/CMP-NA, and the results were shown in Fig. 8 and Table 2. The conversion increased rapidly during the first 5 min, and when the reaction time was extended to 1 h, the conversion reached 99.0% (Fig. 8). In addition, considering that bases exert a significant effect, organic bases (Et3N, tBuOK) and inorganic bases (Na2CO3, K3PO4.3H2O, NaOH) were also tested. In the model reaction, NaOH showed the best yield of 82.6% with a TON of 82.6. when the concentration was 1.5 eq (Table 2, entries 1–8), and inorganic bases with stronger basicity led to higher reactivity. Both aprotic and protic solvents were used as solvents in the model reaction (Table 2, entries 5, 9–12), and the two-component solvent EtOH/H2O showed the best performance, yielding 90.2% of the target product (Table 2, entry 12). This may be attributed to the presence of hydroxyl groups in the alcohol molecule, as these groups provide a hydrogen bond donor, which facilitates the C–I bond dissociation of the halide and facilitated the coupling reaction [49]. In conclusion, the best reaction conditions for Suzuki–Miyaura coupling using Pd/CMP-NA as a heterogeneous catalyst were confirmed: 1.5 eq NaOH was used as the base, and the reaction was carried out in EtOH/H2O at 80 °C for 1 h (Table 2, entry 9).
Effect of Pd content on Suzuki–Miyaura model reaction
The yield of the Suzuki–Miyaura coupling reaction was greatly affected by the Pd content. When CMP-NA loaded with different contents of Pd (0.29 mol% ~ 0.75 mol%) was used as the catalyst, the higher Pd contents produced a higher yield (Table 3, entries 1–3). However, as the Pd content increased from 0.75 mol% to 1.0 mol%, the yield showed almost no change (Table 3, entry 4). Therefore, a Pd/CMP-NA with Pd content of 0.75 mol% is sufficient for catalyzing the Suzuki–Miyaura model reaction. In order to confirm the role of Pd NPs loaded on the CMPs, CMP-NA without Pd NPs was used as catalyst for Suzuki–Miyaura model reaction, and almost no corresponding catalytic product can be obtained (Table S1, entry 1).
Effect of the chemical structure of CMPs on the Suzuki–Miyaura model reaction
The effect of Pd/CMPs with different substituents with the same Pd content on the model reaction was discussed (Table 3, entries 4–6, Table S1). Pd/CMP-NA showed the highest catalytic efficiency with a yield of 94.3%. This may be because compared to the other Pd/CMPs, the Pd NPs in Pd/CMP-NA were dispersed more uniformly (Fig. 5(c)) and exhibited higher atom utilization, which led to higher catalytic efficiency [50]. We also discussed the effect of skeleton size on catalysis (Table 3, entries 4 and 7), the Pd/CMP-NA with large skeleton showed higher catalytic efficiency. This may be caused by the higher specific surface area of Pd/CMP-NA with large skeleton, which increased the reactive surface of the catalyst.
Suzuki–Miyaura coupling reaction of various substrates catalyzed by Pd/CMP-NA
We tested various substituted aryl halides and phenylboronic acids to explore the versatility of the catalytic system. The Suzuki–Miyaura reaction between various substrates using Pd/CMP-NA under the optimal reaction conditions (Scheme 3) was carried out. The catalytic conversion was up to 100%, and the yield reached 95.4% with a TON of 127. The reactivity of substituted iodobenzene was higher than that of substituted bromobenzene (Table 4, entries 1–4) and obtained higher conversions (greater than 99.0%). In addition, the introduction of electron-donating groups to iodobenzene decreased the conversion of Suzuki–Miyaura coupling reaction (Table 4, entries 4–6). On the other hand, when an electron withdrawing group (either ortho- or para-substituted) was introduced to iodobenzene, 100% conversion was achieved (Table 4, entries 7 and 8). Furthermore, the conversion was slightly reduced (83.5% and 91.5%) for the substituted phenylboronic acids containing electron-donating or electron-withdrawing groups (Table 4, entries 9, 10).
The heterogeneity test of Pd/CMP-NA
The heterogeneity of Pd/CMP-NA was demonstrated by hot filtration experiments (Fig. S10). The Pd/CMP-NA was filtered out when the reaction was performed at 80 °C for 20 min, and the filtrate was taken to measure the 98.6% conversion by GC. The filtrate was further heated under the same reaction conditions for 2 h without obtaining any coupling product. The Pd/CMP-NA was added again to continue the reaction for 2 h, and the conversion was increased to 100%, as measured by GC. These results clearly indicated that Pd/CMP-NA was a heterogeneous catalyst and that a catalytic reaction carried out by dissolved homogeneous Pd did not occur.
Cyclic characteristics of the Pd/CMP-NA heterogeneous catalysts
The stability and recyclability of Pd/CMP-NA as a heterogeneous catalyst for the Suzuki–Miyaura coupling reaction were discussed. The conversion showed almost no change after two cycles and was maintained at more than 80% after 5 cycles (Fig. 9a). The slight drop in conversion was due to the slight exfoliation of Pd caused by vigorous stirring during the catalytic process (Fig. 9b). The structure and metal valence states of the reused Pd/CMP-NA were also investigated. The FT-IR spectrum (Fig. S11) of Pd/CMP-NA did not change after 5 catalytic cycles, and the Pd 3d XPS spectrum (Fig. S12) showed binding energies of Pd 3d5/2 and Pd 3d3/2 at 335.0 and 340.3 eV, respectively, indicating that the Pd in Pd/CMP-NA remained Pd(0). TEM images showed that after 5 cycles, Pd NPs in Pd/CMP-NA were uniformly dispersed without obvious aggregation (Fig. S13). SEM images showed that the morphology of Pd/CMP-NA did not change after 5 cycles (Fig. S14). The stability of Pd/CMP-NA as a heterogeneous catalyst for the Suzuki–Miyaura coupling reaction was very high.
Suzuki–Miyaura coupling reaction mechanism using Pd/CMPs as catalysts
The possible mechanism the Suzuki–Miyaura coupling reaction by using Pd/CMP-NA catalyst was shown in Scheme 4. The Pd(0) supported on CMP-NA underwent an oxidative addition reaction with halogenated aromatic hydrocarbons to form the complex (A) of Pd(II) and then underwent a metal transfer reaction with alkali-activated phenylboronic acid to form the complex (B) of Pd(II), and finally, reductive elimination afforded the product and Pd/CMP-NA, which was consistent with the mechanism reported in a previous article [51].
Conclusions
In summary, four kinds of Pd/CMPs with different Pd contents were synthesized and used as heterogeneous catalysts for the Suzuki–Miyaura coupling reaction. More Pd can be loaded with stronger π–π stacking interaction and greater numbers of nitrogen atoms in the CMP support. The Pd/CMP-NA with good Pd NPs dispersibility and appropriate Pd content showed the best catalytic efficiency with a yield of 95.4% and a conversion of 100% in the Suzuki–Miyaura coupling reaction. The Pd/CMPs showed good substrate adaptability and recyclability, and the yield was maintained at 80.2% after 5 cycles. To further understand the catalytic mechanism of Pd/CMP-NA in the Suzuki–Miyaura coupling reaction, we proposed a rational catalytic cycle. This study revealed the structural design of the CMP-catalyzed Suzuki–Miyaura coupling reaction.
Data and code availability
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This research was funded by the National Natural Science Foundation of China, grant number 52173202; the Heilongjiang Science Foundation Project, grants number YQ2022116;the Fundamental Research Funds in Heilongjiang Provincial universities (135309348).
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Y.Z. performed writing—review and editing. S.G. performed writing—original draft. B.J., H.S., J.W., J.L., and F.M. performed data curation. L.X. contributed to methodology and data curation.
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Zang, Y., Gao, S., Jing, B. et al. Synthesis of Pd/conjugated microporous polymer heterogeneous catalysts via imine groups and high catalytic efficiency on Suzuki–Miyaura coupling reaction. J Mater Sci 58, 170–185 (2023). https://doi.org/10.1007/s10853-022-08032-8
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DOI: https://doi.org/10.1007/s10853-022-08032-8