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Keywords = tandem catalyst

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22 pages, 5702 KB  
Review
Single-Atom Catalysts for Low-Temperature Thermocatalytic Ammonia Synthesis
by Javier Arroyo-Caire, José María Abelleira-Pereira and Juan Carlos Serrano-Ruiz
Molecules 2026, 31(8), 1321; https://doi.org/10.3390/molecules31081321 - 17 Apr 2026
Viewed by 189
Abstract
Ammonia is indispensable to the fertilizer and chemical industries, yet its manufacture still relies predominantly on the energy-intensive Haber–Bosch process operated at 400–500 °C and 150–250 bar, with a substantial carbon footprint. Single-atom catalysts (SACs) and sub-nanometric clusters have recently emerged as promising [...] Read more.
Ammonia is indispensable to the fertilizer and chemical industries, yet its manufacture still relies predominantly on the energy-intensive Haber–Bosch process operated at 400–500 °C and 150–250 bar, with a substantial carbon footprint. Single-atom catalysts (SACs) and sub-nanometric clusters have recently emerged as promising alternatives for thermocatalytic ammonia synthesis under milder conditions because they maximize metal utilization and enable precise control of the active site environment. This review first summarizes how the transition from conventional Fe and Ru nanoparticles to isolated or few-atom sites fundamentally alters the kinetic landscape, favoring associative N2 activation pathways that lower apparent activation energies and alleviate H2 poisoning. We then discuss Ru-based SACs and SAAs supported on zeolites, carbons, ceria, and MXenes, highlighting how strong metal–support and promoter interactions, tandem single-atom/nanoparticle motifs, and alloying strategies tune N2 and H2 binding to deliver high NH3 productivities at 200–400 °C and ≤30 bar. In parallel, we review emerging non-noble systems based on Fe and Co, including high-loading Fe–N4 sites prepared via MOF-derived post-metal-replacement routes and Co single atoms or Co2 clusters on N-doped carbons, which already rival or surpass Ru benchmarks under similar conditions. Collectively, these studies show that tailoring the number of atom metal sites, coordination, and support polarity around isolated metal sites provides a useful tool to mitigate some aspects of volcano and scaling-relation limitations, indicating that SACs could contribute to low-temperature ammonia synthesis when combined with appropriate process design. Full article
(This article belongs to the Section Materials Chemistry)
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32 pages, 4433 KB  
Review
Tunable Catalytic Platforms: Metal–Organic Frameworks for Electrocatalytic Carbon Dioxide Reduction Toward Value-Added Chemicals
by Haifeng Fu, Huaqiang Li, Ming Li, Shupeng Yin, Bin Liu and Youchun Duan
Catalysts 2026, 16(4), 303; https://doi.org/10.3390/catal16040303 - 31 Mar 2026
Viewed by 614
Abstract
The electrochemical reduction of carbon dioxide (CO2RR) into value-added chemicals using renewable electricity is a pivotal strategy for achieving a sustainable carbon cycle. However, this process is plagued by intrinsic challenges, including poor product selectivity, competing hydrogen evolution, and catalyst instability. [...] Read more.
The electrochemical reduction of carbon dioxide (CO2RR) into value-added chemicals using renewable electricity is a pivotal strategy for achieving a sustainable carbon cycle. However, this process is plagued by intrinsic challenges, including poor product selectivity, competing hydrogen evolution, and catalyst instability. Metal–organic frameworks (MOFs), with their highly designable periodic structures, atomically dispersed active sites, and tunable pore microenvironments, have emerged as a uniquely versatile platform to address these issues. This review articulates a multi-scale design philosophy that enables precise steering of the CO2RR pathway. We systematically elaborate on hierarchical tuning strategies, beginning with molecular-scale engineering of active sites (metal nodes and organic ligands) to define intrinsic activity and intermediate binding. This is synergistically integrated with the optimization of electronic structure and charge transport to overcome conductivity bottlenecks, meso-scale modulation of crystal morphology and defects to enhance mass transport and site accessibility, and the construction of heterogeneous interfaces for tandem catalysis and synergistic effects. Through this coherent, cross-scale design framework, MOF-based catalysts demonstrate exceptional capability in the precise control of reaction pathways, leading to remarkably selective synthesis of target high-value products, from C1 compounds (CO, HCOOH, CH4, CH3OH) to C2+ species (C2H4, C2H5OH) and urea. Finally, we outline future directions centered on dynamic mechanistic understanding, electrode engineering for industrial current densities, and stability enhancement, thereby providing a comprehensive material design guideline to advance CO2RR technology. This work positions MOFs as a quintessential tunable catalytic platform for the sustainable conversion of CO2. Full article
(This article belongs to the Section Catalytic Materials)
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15 pages, 4022 KB  
Article
Effects of Metal–Acid Proximity on Aromatics Production in CO2-Assisted Catalytic Pyrolysis of Polypropylene over Fe-Modified ZSM-5
by Yao He, Jie Zhang, Renhua Huang, Nanxin Li and Yunwu Zheng
Catalysts 2026, 16(3), 270; https://doi.org/10.3390/catal16030270 - 16 Mar 2026
Viewed by 613
Abstract
CO2-assisted catalytic pyrolysis presents a viable and promising approach to addressing plastic waste pollution and mitigating climate change. However, the effects of the metal–catalyst combination mode and the spatial distance between metal–acid sites on catalytic performance remain unclear. In this study, [...] Read more.
CO2-assisted catalytic pyrolysis presents a viable and promising approach to addressing plastic waste pollution and mitigating climate change. However, the effects of the metal–catalyst combination mode and the spatial distance between metal–acid sites on catalytic performance remain unclear. In this study, the reaction behaviors of the configurations, Fe3O4 and ZSM-5 in tandem catalysis (Fe3O4&HZ), their physical mixture (Fe3O4-HZ), and Fe-loaded ZSM-5 (Fe/HZ), were compared in polypropylene pyrolysis under a CO2 atmosphere. The aromatic contents followed this order: Fe/HZ > Fe3O4-HZ > Fe3O4&HZ > ZSM-5 > Fe3O4. Specifically, Fe/HZ with the highest degree of metal–zeolite proximity achieved an aromatic content of 66.1%, significantly higher than the 34.2% obtained with Fe3O4&HZ, demonstrating that closer metal–acid proximity promoted aromatic formation. Moreover, Fe/HZ significantly reduced coke deposition. Based on characterization results from XRD, SEM, TEM, XPS, and NH3-TPD, the enhanced spatial proximity between metal and acid sites strengthened the functional synergy between iron-based redox sites and zeolitic Brønsted acid sites. This synergy facilitated the reverse water–gas shift reaction of CO2, which consumed hydrogen generated during aromatization and shifted the reaction equilibrium toward enhanced aromatic production. These findings would offer theoretical and strategic insights into the optimization of CO2-assisted catalytic pyrolysis systems for the sustainable upcycling of plastic waste. Full article
(This article belongs to the Special Issue Catalysis for Solid Waste Upcycling: Challenges and Opportunities)
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20 pages, 4387 KB  
Article
Reaction Diffusion Modelling of 3D Pillar Electrodes in Single-Catalyst CO2 Reduction Cascades
by Pablo Fernandez, Marisé García-Batlle, Bo Shang, Hailiang Wang, Gregory N. Parsons, James F. Cahoon and Rene Lopez
Electrochem 2026, 7(1), 5; https://doi.org/10.3390/electrochem7010005 - 28 Feb 2026
Cited by 1 | Viewed by 631
Abstract
Effective electrochemical CO2 reduction to liquid fuels requires that the local catalytic environment facilitates the desired reactivity, yet a microscopic understanding of this environment is difficult to achieve from experiment alone. In this work, a 3D reaction-diffusion model was developed to explore [...] Read more.
Effective electrochemical CO2 reduction to liquid fuels requires that the local catalytic environment facilitates the desired reactivity, yet a microscopic understanding of this environment is difficult to achieve from experiment alone. In this work, a 3D reaction-diffusion model was developed to explore the effects of electrode surface area and local geometry on the performance of a heterogeneous catalyst that performs a two-step CO2 reduction cascade reaction to CO and then CH3OH under aqueous conditions. Kinetic parameters for the model were inspired by experimental results using a cobalt phthalocyanine (CoPc) catalyst. Three-dimensional architectures composed of arrays of square pillars with varying dimensions and either smooth or periodically modulated surfaces were tested, revealing the extent to which geometry modulates the performance of the cascade reactions. Although structural variations modulate local concentration gradients, we find that electrochemically active surface area predominantly governs the overall cascade reaction. Moreover, the results suggest that supersaturation of CO, with concentrations up to ten-fold higher than the equilibrium solubility limit, might be critical for more efficient conversion to CH3OH. For any given geometry, the spatially averaged ratio of [CO] to [CO2] is dictated by the electrochemically active surface area and determines the yield of CH3OH. For a fixed surface area, geometries that spatially confine the electrolyte yield moderate local [CO] to [CO2] ratios within small volumes. In contrast, less confining geometries result in a broader distribution of local ratios spread over larger volumes, with both configurations yielding the same spatially averaged [CO] to [CO2] ratio. These insights provide valuable design principles—highlighting the critical importance of surface area and possibly CO supersaturation—for engineering advanced electrode architectures that leverage intermediate trapping and CO supersaturation to enhance overall performance in tandem CO2 reduction systems. Full article
(This article belongs to the Topic Electrocatalytic Advances for Sustainable Energy)
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17 pages, 1737 KB  
Article
The Synthesis of Bis(α-aryl-methylphosphonoyl)amines by the Microwave-Assisted Catalyst-Free Tandem Kabachnik–Fields Reaction
by Bence Bajusz, Konstantin Karaghiosoff, László Drahos, Ágnes Gömöry and György Keglevich
Catalysts 2026, 16(2), 148; https://doi.org/10.3390/catal16020148 - 3 Feb 2026
Viewed by 606
Abstract
Potentially biologically active α-aminophosphonic derivatives were prepared by the Kabachnik–Fields condensation of α-amino-α-aryl-methylphosphonates, arylaldehydes, and diethyl phosphite to afford bis(α-aryl-methylphosphonoyl)-amines as a mixture of racemic and meso isomers. To go “green”—performing the transformations under microwave irradiation—there was no need for a catalyst. On [...] Read more.
Potentially biologically active α-aminophosphonic derivatives were prepared by the Kabachnik–Fields condensation of α-amino-α-aryl-methylphosphonates, arylaldehydes, and diethyl phosphite to afford bis(α-aryl-methylphosphonoyl)-amines as a mixture of racemic and meso isomers. To go “green”—performing the transformations under microwave irradiation—there was no need for a catalyst. On the other hand, the phospha-Mannich reaction of α-amino-α-phenyl-methylphosphonate with arylaldehydes led to (α-aryl-methylphosphonoyl)-(α-phenyl-methylphosphonoyl)-amines as a mixture of SS/RR and SR/RS racemates. Moreover, the respective symmetric products with identical aryl groups were also present. The outcome was similar, when α-amino-α-aryl-methyl-phosphonates were condensed with benzaldehyde and diethyl phosphite. The products were analyzed by 1D and 2D NMR spectroscopy. The combined NMR analysis of the products confirmed their structure. Full article
(This article belongs to the Section Catalysis in Organic and Polymer Chemistry)
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20 pages, 3405 KB  
Article
One-Pot Direct Synthesis of b-Axis-Oriented and Al-Rich ZSM-5 Catalyst via NH4NO3-Mediated Crystallization for CO2 Hydrogenation
by Mohammad Rostamizadeh, Chi-Cong Tran, Trong-On Do and Serge Kaliaguine
Catalysts 2026, 16(1), 47; https://doi.org/10.3390/catal16010047 - 2 Jan 2026
Cited by 1 | Viewed by 887
Abstract
Al-rich NH4-ZSM-5 with highly oriented crystals was directly synthesized through a one-pot hydrothermal technique, using ammonium nitrate as a metal-free mineralizer. The samples were characterized by XRD, N2 adsorption–desorption, SEM, FTIR, Py-FTIR, 27Al MAS NMR, 29Si MAS NMR, [...] Read more.
Al-rich NH4-ZSM-5 with highly oriented crystals was directly synthesized through a one-pot hydrothermal technique, using ammonium nitrate as a metal-free mineralizer. The samples were characterized by XRD, N2 adsorption–desorption, SEM, FTIR, Py-FTIR, 27Al MAS NMR, 29Si MAS NMR, 1H MAS NMR, and TGA techniques. The impact of aluminum source, ammonium source, and H2O/SiO2 molar ratio was studied. XRD results showed that the ZSM-5 catalyst with a low Si/Al ratio (13) was successfully synthesized without any amorphous phase, including a microporous/mesoporous structure. A low H2O/SiO2 molar ratio (75) resulted in coffin-shape surface morphology, large b-axis-oriented particles (ca. 19 µm), and high specific surface area (>300 m2 g−1), providing a large portion of straight channels (90.5%). The catalytic activity of the catalysts was evaluated in the CO2 hydrogenation reaction in tandem configuration with a Na/Fe2O3 catalyst. The results confirmed that highly b-oriented crystals improved the product shape selectivity to p-xylene by affecting the diffusion resistance. Therefore, the developed catalyst provided high CO2 conversion (45%) and high aromatic selectivity (77%), with p-xylene accounting for 82% of the produced xylene compounds, over a long-term time on stream (17 h). These results demonstrate the effectiveness of the direct synthesis strategy in producing Al-rich ZSM-5 catalysts with tailored textural and acidic properties for tandem and shape-selective catalysis. Full article
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22 pages, 4757 KB  
Article
Feasibility Analysis of Tetracycline Degradation in Water by O3/PMS/FeMoBC Process
by Xuemei Li, Qingpo Li, Jian Wang, Zheng Wu, Shengnan Li and Hai Lu
Molecules 2025, 30(24), 4810; https://doi.org/10.3390/molecules30244810 - 17 Dec 2025
Cited by 2 | Viewed by 644
Abstract
In this study, the feasibility of tetracycline (TC) degradation in water using Fe–Mo co–supported biochar (FeMoBC) as catalyst combined with ozone and peroxymonosulfate (O3/PMS) system is discussed. The experiment showed that the mineralization rate of TC by O3/PMS/FeMoBC process [...] Read more.
In this study, the feasibility of tetracycline (TC) degradation in water using Fe–Mo co–supported biochar (FeMoBC) as catalyst combined with ozone and peroxymonosulfate (O3/PMS) system is discussed. The experiment showed that the mineralization rate of TC by O3/PMS/FeMoBC process reached 60.1% within 60 min, which was significantly higher than the treatment effect of O3 or O3/PMS system alone. Meanwhile, this process showed higher degradation efficiency under the background of raw water, and the loss of FeMoBC cycle attenuation performance was small. Twelve intermediates in the degradation of TC were identified by ultra-high performance liquid chromatography–tandem mass spectrometry (UPLC–MS/MS), and the possible degradation paths were inferred by quantum chemical calculation. In addition, the toxicity of intermediate products was evaluated by ecological structure–activity relationships (ECOSAR) and toxicity estimation software tool (T.E.S.T.) software, and the results showed that with the degradation of TC, its toxicity showed a downward trend as a whole. Therefore, this study confirmed that O3/PMS/FeMoBC had high efficiency in degrading TC in actual water, which provided a new idea for the treatment of high concentration organic wastewater. Full article
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19 pages, 6973 KB  
Article
Catalytic Transformation of Ginsenoside Re over Mesoporous Silica-Supported Heteropoly Acids: Generation of Diverse Rare Ginsenosides in Aqueous Ethanol Revealed by HPLC-HRMSn
by Qi Wang, Yanyan Chang, Bing Li, Zhenxuan Zhang, Mengya Zhao, Huanxi Zhao and Yang Xiu
Molecules 2025, 30(24), 4753; https://doi.org/10.3390/molecules30244753 - 12 Dec 2025
Viewed by 600
Abstract
The efficient generation of structurally diverse rare ginsenosides from abundant precursors remains a significant challenge. In this study, a heterogeneous catalyst, 12-tungstosilicic acid supported on mesoporous silica (HSiW@mSiO2), was developed for the transformation of ginsenoside Re in aqueous ethanol solution. The [...] Read more.
The efficient generation of structurally diverse rare ginsenosides from abundant precursors remains a significant challenge. In this study, a heterogeneous catalyst, 12-tungstosilicic acid supported on mesoporous silica (HSiW@mSiO2), was developed for the transformation of ginsenoside Re in aqueous ethanol solution. The reaction was conducted under mild conditions, and the products were systematically analyzed using high-performance liquid chromatography coupled with multistage tandem mass spectrometry and high-resolution mass spectrometry. A total of 24 transformation products were identified, arising from deglycosylation, epimerization, dehydration, cyclization, and nucleophilic addition reactions. Structural elucidation revealed the formation of deglycosylated, hydrated and dehydrated derivatives, C-20 epimers, and novel ethoxylated protopanaxatriol-type ginsenosides resulting from solvent incorporation at the C-24(25) or C-20 position. Product distribution varied with reaction parameters, including solvent composition, reaction time, temperature, and catalyst dosage. The synthesized HSiW@mSiO2 catalyst could be readily recovered by centrifugation and reused for five consecutive cycles, with complete conversion of ginsenoside Re maintained in the first two runs and a gradual decline in conversion to approximately 50% by the fifth cycle. This work demonstrates the efficacy of solid acid catalysts in enabling the structural diversification of ginsenosides through solvent-involved pathways. Full article
(This article belongs to the Section Natural Products Chemistry)
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17 pages, 2930 KB  
Article
Metal-Coordinated Lignosulfonate Catalysts for the Selective Conversion of Hexose: Active Site and Reaction Medium
by Luyu Chen, Haoyu Zhang, Yirong Feng, Shuangfei Zhao, Lili Zhao and Wei He
Materials 2025, 18(24), 5584; https://doi.org/10.3390/ma18245584 - 12 Dec 2025
Viewed by 548
Abstract
Sustainable lignosulfonate was employed as a key component for coordinating with various metal ions, affording metal-coordinated lignosulfonate catalysts (Hf-LigS) for hexose transformation. We first investigated the contribution of bare or tandem Lewis/Brønsted acid sites in each of the reaction steps. The results indicated [...] Read more.
Sustainable lignosulfonate was employed as a key component for coordinating with various metal ions, affording metal-coordinated lignosulfonate catalysts (Hf-LigS) for hexose transformation. We first investigated the contribution of bare or tandem Lewis/Brønsted acid sites in each of the reaction steps. The results indicated that glucose isomerization was synergistically catalyzed by Lewis acid–base couple sites, and Brønsted acid sites were preferred for consecutive fructose dehydration to 5-hydroxymethylfurfural (HMF). DMSO and deep eutectic solvents enhanced the glucose dehydration and inhibited the isomerization reaction, leading to the formation of Levoglucosan (LGA) intermediate. Considering this, the Hf-LigS with moderate Lewis acid/base sites and Brønsted acid sites exhibited the best catalytic activity for hexose transformation, especially the isomerization reaction at high glucose concentration in ethanol (>20 wt%). This study established a fundamental understanding of the role of catalytic sites and solvent, guiding the selective transformation of hexose. Full article
(This article belongs to the Section Materials Chemistry)
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22 pages, 2458 KB  
Article
The Effect of Mineral and Organic Acid Addition on the Ethanol Organosolv Treatment of Waste Orange Peels for Producing Hesperidin-Enriched Extracts
by Hiba Agnaou, Hela Refai, Spyros Grigorakis and Dimitris P. Makris
Analytica 2025, 6(4), 56; https://doi.org/10.3390/analytica6040056 - 9 Dec 2025
Viewed by 629
Abstract
Waste orange peels (WOP) are a major orange processing residue, and they may be a rich source of precious bioactive polyphenols. Amongst the various WOP constituents, hesperidin holds a prominent position as the most abundant polyphenolic metabolite, with proven biological properties. The current [...] Read more.
Waste orange peels (WOP) are a major orange processing residue, and they may be a rich source of precious bioactive polyphenols. Amongst the various WOP constituents, hesperidin holds a prominent position as the most abundant polyphenolic metabolite, with proven biological properties. The current work was performed to provide detailed information on the effect of various acid catalysts to assist hesperidin recovery, using an ethanol organosolv treatment. The treatment developed was first examined by comparing inorganic (HCl) and natural organic (oxalic, citric) acids for their influence on process performance, extraction kinetics, and severity. Following this, optimization was accomplished through response surface methodology, and the extracts produced were investigated with respect to their polyphenolic composition and antioxidant characteristics. The HCl-catalyzed treatment, carried out with 70% ethanol/2% HCl, was proven the most efficacious, giving a total polyphenol yield of 30.7 mg gallic acid equivalents per g of dry mass, and it was shown that the treatment yield was related to severity, obeying a power model. Liquid chromatography–tandem mass spectrometry analysis of the extract generated under optimized conditions (170 min, 80 °C) revealed that hesperidin was extensively hydrolyzed into hesperetin 7-O-glucoside and aglycone (hesperetin). Such an effect was very limited with the oxalic acid-catalyzed treatment, whereas citric acid did not affect the original polyphenolic composition. Overall, the HCl-catalyzed treatment was of significantly higher performance, providing a total flavanone yield of 21.22 mg per g dry mass. The results of this investigation may be of value in adjusting treatment settings for (i) increased flavonoid recovery from WOP and (ii) producing extracts enriched in hesperidin and/or its hydrolysis derivatives. Such practical recommendations may assist the establishment of WOP valorization processes in an integrated biorefinery prospect. Full article
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15 pages, 2424 KB  
Article
Ionomer-Regulated Cu/Co Tandem Catalysis for Efficient Electrochemical Nitrate-to-Ammonia Conversion
by Quan Zhou, Lewa Zhang, Ziluo Wang, Qiutong Wang and Chenyuan Zhu
Catalysts 2025, 15(12), 1156; https://doi.org/10.3390/catal15121156 - 9 Dec 2025
Viewed by 783
Abstract
Electrochemical nitrate reduction to ammonia offers a sustainable route for nitrogen fixation, yet achieving high efficiency and selectivity remains challenging. Here, a Sustainion-enabled Cu/Co tandem catalyst is developed to couple compositional synergy with ionomer-mediated interfacial regulation. The optimized Cu60Co40/Sus/C [...] Read more.
Electrochemical nitrate reduction to ammonia offers a sustainable route for nitrogen fixation, yet achieving high efficiency and selectivity remains challenging. Here, a Sustainion-enabled Cu/Co tandem catalyst is developed to couple compositional synergy with ionomer-mediated interfacial regulation. The optimized Cu60Co40/Sus/C electrode delivers a Faradaic efficiency of 91.3% and an NH3 yield rate of 2.63 mmol gcat.−1 h−1 at −0.3 V vs. RHE, surpassing Cu-Co/Nafion/C and Cu-Co/C counterparts. Structural analyses confirm that Sustainion prevents nanoparticle aggregation and maintains robust Cu/Co interfaces. Electrochemical and in situ spectroscopic studies reveal that the cationic quaternary ammonium groups of Sustainion electrostatically enrich NO3/NO2 intermediates, facilitating their adsorption and hydrogenation toward NH3 formation. The combined structural stabilization and intermediate modulation enable efficient tandem catalysis between Cu-driven nitrate activation and Co-mediated hydrogenation. This work provides molecular-level insight into ionomer–catalyst interactions and highlights interfacial engineering as a powerful strategy for sustainable ammonia synthesis. Full article
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10 pages, 2438 KB  
Article
Atomically Dispersed Rhodium on TiO2 for Tandem Hydrogenation–H/D Exchange of Cinnamic Acid
by Fatima Asif, Shu-Xian Li, Xiang-Ting Min, Wen-Ting Zhang and Botao Qiao
Catalysts 2025, 15(11), 1014; https://doi.org/10.3390/catal15111014 - 29 Oct 2025
Viewed by 1064
Abstract
An atomically dispersed rhodium on TiO2 catalyst enables a tandem process, combining hydrogenative reduction with α,β-hydrogen–deuterium exchange of cinnamic acid, in which D2O serves as the deuterium source. In contrast with previous reductive deuteration methods that yield [...] Read more.
An atomically dispersed rhodium on TiO2 catalyst enables a tandem process, combining hydrogenative reduction with α,β-hydrogen–deuterium exchange of cinnamic acid, in which D2O serves as the deuterium source. In contrast with previous reductive deuteration methods that yield only partially labeled 3-phenylpropanoic acids (Dα-inc.: ≤50%, Dβ-inc.: ≤50%), this heterogeneous system delivers near-quantitative deuterium incorporation (Dα-inc.: 94%, Dβ-inc.: 99%) under mild conditions, outperforming Rh nanoparticles and homogeneous Rh catalysts. Mechanistic studies indicate that α-C–H activation is the slowest transformation step within the overall process, owing to the exceptional C–H bond activation capability of the atomically dispersed catalyst; efficient α-C–H hydrogen–deuterium exchange is readily achieved. In addition, although catalyst recyclability is constrained by Rh aggregation, no Rh leaching is detected. This work provides a concise, operationally simple route to alkyl fully deuterated 3-phenylpropanoic acids (d4-PA) and showcases the application of an atomically dispersed catalyst in tackling challenging deuterium-labeling transformations. Full article
(This article belongs to the Special Issue Heterogeneous Catalysis in China: New Horizons and Recent Advances)
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21 pages, 4201 KB  
Review
Recent Applications of Albumin as a Green and Versatile Catalyst in Organic Synthesis
by Estefanía L. Borucki and Luis E. Iglesias
Molecules 2025, 30(21), 4168; https://doi.org/10.3390/molecules30214168 - 23 Oct 2025
Cited by 1 | Viewed by 1035
Abstract
Today, biocatalytic methodologies are well established as useful tools in green organic synthesis, since biocatalysts are mild, sustainable, and environmentally friendly catalysts which provide selectivity to the reactions they catalyse. Albumin, the most abundant protein of mammalian blood, is a versatile and mild [...] Read more.
Today, biocatalytic methodologies are well established as useful tools in green organic synthesis, since biocatalysts are mild, sustainable, and environmentally friendly catalysts which provide selectivity to the reactions they catalyse. Albumin, the most abundant protein of mammalian blood, is a versatile and mild biocatalyst in vitro. The aim of this review is to provide a perspective on the synthetic applications of albumin over the last decade. These cover transformations with a diverse chemical basis, such as additions, eliminations, and oxidations, including formation of carbon–carbon and carbon–heteroatom bonds. Albumin can also be applied in tandem and multicomponent reactions and offers a mild alternative for the synthesis of different heterocyclic cores. In addition to its synthetic possibilities, the remarkable reusability of this protein offers interesting potential from a biotechnological point of view. Full article
(This article belongs to the Special Issue New Developments in Green Catalysis for Organic Synthesis)
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20 pages, 4097 KB  
Article
Ethylene and 1-butene Oligomerization with Benzimidazole Complexes of Nickel and Iron: A Case of Tandem Reaction
by Nelson N. dos Santos, Marcos F. Silva, Alexandre F. Young, Marcos L. Dias and Mariana M. V. M. Souza
Reactions 2025, 6(4), 51; https://doi.org/10.3390/reactions6040051 - 24 Sep 2025
Viewed by 1285
Abstract
The coordination chemistry of benzimidazole ligands combines σ donation and π backbonding. Owing to this electronic flexibility, benzimidazole ligands stabilize both electron deficient and electron-rich transition states in the catalytic cycle of Ziegler-Natta polymerizations. In this study, Fe(III) and Ni(II) complexes of 2-substituted-benzimidazoles [...] Read more.
The coordination chemistry of benzimidazole ligands combines σ donation and π backbonding. Owing to this electronic flexibility, benzimidazole ligands stabilize both electron deficient and electron-rich transition states in the catalytic cycle of Ziegler-Natta polymerizations. In this study, Fe(III) and Ni(II) complexes of 2-substituted-benzimidazoles were tested as catalysts for ethylene and 1-butene oligomerization. The tests realized in toluene yielded mainly butenes and minor amounts of hexenes. When dichloromethane was used as solvent, a tandem reaction took place and 1-butene produced by ethylene dimerization was further oligomerized, yielding octenes and dodecenes as main products. All tested catalysts exhibited moderate selectivity for 1-octene, indicating 1-ω enchainment in 1-butene dimerization. Beyond catalytic tests, a theoretical study of the ligand 2,2′-(furan-2,5-diyl)bis(1H-benzimidazole) confirmed the planar structure of this compound as evidenced by NMR spectroscopy. Full article
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32 pages, 4701 KB  
Review
Machine-Learning-Guided Design of Nanostructured Metal Oxide Photoanodes for Photoelectrochemical Water Splitting: From Material Discovery to Performance Optimization
by Xiongwei Liang, Shaopeng Yu, Bo Meng, Yongfu Ju, Shuai Wang and Yingning Wang
Nanomaterials 2025, 15(12), 948; https://doi.org/10.3390/nano15120948 - 18 Jun 2025
Cited by 13 | Viewed by 3248
Abstract
The rational design of photoanode materials is pivotal for advancing photoelectrochemical (PEC) water splitting toward sustainable hydrogen production. This review highlights recent progress in the machine learning (ML)-assisted development of nanostructured metal oxide photoanodes, focusing on bridging materials discovery and device-level performance optimization. [...] Read more.
The rational design of photoanode materials is pivotal for advancing photoelectrochemical (PEC) water splitting toward sustainable hydrogen production. This review highlights recent progress in the machine learning (ML)-assisted development of nanostructured metal oxide photoanodes, focusing on bridging materials discovery and device-level performance optimization. We first delineate the fundamental physicochemical criteria for efficient photoanodes, including suitable band alignment, visible-light absorption, charge carrier mobility, and electrochemical stability. Conventional strategies such as nanostructuring, elemental doping, and surface/interface engineering are critically evaluated. We then discuss the integration of ML techniques—ranging from high-throughput density functional theory (DFT)-based screening to experimental data-driven modeling—for accelerating the identification of promising oxides (e.g., BiVO4, Fe2O3, WO3) and optimizing key parameters such as dopant selection, morphology, and catalyst interfaces. Particular attention is given to surrogate modeling, Bayesian optimization, convolutional neural networks, and explainable AI approaches that enable closed-loop synthesis-experiment-ML frameworks. ML-assisted performance prediction and tandem device design are also addressed. Finally, current challenges in data standardization, model generalizability, and experimental validation are outlined, and future perspectives are proposed for integrating ML with automated platforms and physics-informed modeling to facilitate scalable PEC material development for clean energy applications. Full article
(This article belongs to the Special Issue Nanomaterials for Novel Photoelectrochemical Devices)
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