Rational design of transition metal single-atom electrocatalysts: a simulation-based, machine learning-accelerated study

2020 ◽  
Vol 8 (37) ◽  
pp. 19290-19299
Author(s):  
Lianping Wu ◽  
Tian Guo ◽  
Teng Li

With maximum atom-utilization efficiency, single atom catalysts (SACs) are surging as a new research frontier in catalysis science.

2020 ◽  
Author(s):  
Jin-Cheng Liu ◽  
Hai Xiao ◽  
Xiao-Kun Zhao ◽  
Nan-Nan Zhang ◽  
Yuan Liu ◽  
...  

<p>While single-atom catalysts (SACs) have achieved great success in the past decade, their application is potentially limited by the simplistic single-atom active centers, which makes single-cluster catalysts (SCCs) a natural extension. SCCs with precise numbers of atoms and structural configurations possess SAC’s merits, yet have greater potentials for catalyzing complex reactions and/or bulky reactants. Through systematic quantum-chemical studies and computational screening, we report here the rational design of transition metal trimer clusters anchored on graphdiyne as a novel kind of stable SCCs with great potentials for efficient and precise heterogenous catalysis. By investigating their structures and catalytic performance for oxygen reduction reaction, hydrogen evolution reaction, and CO<sub>2</sub> reduction reactions, we provide theoretical guidelines for their potential applications as heterogeneous catalysts. These graphdiyne supported SCCs provide an ideal benchmark scaffold for rational design of precise catalysts for industrially important chemical reactions. </p>


Chem ◽  
2020 ◽  
Vol 6 (3) ◽  
pp. 658-674 ◽  
Author(s):  
Jiajian Gao ◽  
Hong bin Yang ◽  
Xiang Huang ◽  
Sung-Fu Hung ◽  
Weizheng Cai ◽  
...  

2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Wenchao Wan ◽  
Yonggui Zhao ◽  
Shiqian Wei ◽  
Carlos A. Triana ◽  
Jingguo Li ◽  
...  

AbstractSingle-atom catalysts with maximum metal utilization efficiency show great potential for sustainable catalytic applications and fundamental mechanistic studies. We here provide a convenient molecular tailoring strategy based on graphitic carbon nitride as support for the rational design of single-site and dual-site single-atom catalysts. Catalysts with single Fe sites exhibit impressive oxygen reduction reaction activity with a half-wave potential of 0.89 V vs. RHE. We find that the single Ni sites are favorable to promote the key structural reconstruction into bridging Ni-O-Fe bonds in dual-site NiFe SAC. Meanwhile, the newly formed Ni-O-Fe bonds create spin channels for electron transfer, resulting in a significant improvement of the oxygen evolution reaction activity with an overpotential of 270 mV at 10 mA cm−2. We further reveal that the water oxidation reaction follows a dual-site pathway through the deprotonation of *OH at both Ni and Fe sites, leading to the formation of bridging O2 atop the Ni-O-Fe sites.


2020 ◽  
Vol 49 (19) ◽  
pp. 6884-6946 ◽  
Author(s):  
Federico Franco ◽  
Clara Rettenmaier ◽  
Hyo Sang Jeon ◽  
Beatriz Roldan Cuenya

An overview of the main strategies for the rational design of transition metal-based catalysts for the electrochemical conversion of CO2, ranging from molecular systems to single-atom and nanostructured catalysts.


2020 ◽  
Author(s):  
Yongmin He ◽  
Liren Liu ◽  
Chao Zhu ◽  
Prafful Golani ◽  
Bonhyeong Koo ◽  
...  

Abstract Rational design of noble catalysts with a potential to leverage efficiency at the atomic scale is vital for industrial applications. Such an ultimate atom-utilization efficiency can be achieved when all noble atoms exclusively contribute to catalysis. Here, we demonstrate a scalable synthesis of freestanding amorphous PtSex (where 1.2 < x < 1.3) layers acting as single-atom-layer of Pt catalysts with an unprecedentedly high atom-utilization efficiency (~ 30 wt%) at the monolayer limit. The amorphous PtSex behaviors a fully-activated surface accessible to catalytic reactions. The catalytic performance of the amorphous layer is featured by a nearly 100% current density relative to a pure Pt surface and reliable production of sustained high-flux hydrogen over a 2-inch sized wafer sample as a proof-of-concept. Furthermore, an electrolyser using the PtSex amorphous layer as a cathode is demonstrated to generate a high current density of 1000 mA cm− 2. Such an amorphization strategy is potentially extendable to other noble metals, including Pd, Ir, Os, Rh, and Ru elements, demonstrating the universality of single-atom-layer catalysts.


2020 ◽  
Author(s):  
Jin-Cheng Liu ◽  
Hai Xiao ◽  
Xiao-Kun Zhao ◽  
Nan-Nan Zhang ◽  
Yuan Liu ◽  
...  

<p>While single-atom catalysts (SACs) have achieved great success in the past decade, their application is potentially limited by the simplistic single-atom active centers, which makes single-cluster catalysts (SCCs) a natural extension. SCCs with precise numbers of atoms and structural configurations possess SAC’s merits, yet have greater potentials for catalyzing complex reactions and/or bulky reactants. Through systematic quantum-chemical studies and computational screening, we report here the rational design of transition metal trimer clusters anchored on graphdiyne as a novel kind of stable SCCs with great potentials for efficient and precise heterogenous catalysis. By investigating their structures and catalytic performance for oxygen reduction reaction, hydrogen evolution reaction, and CO<sub>2</sub> reduction reactions, we provide theoretical guidelines for their potential applications as heterogeneous catalysts. These graphdiyne supported SCCs provide an ideal benchmark scaffold for rational design of precise catalysts for industrially important chemical reactions. </p>


Synlett ◽  
2021 ◽  
Author(s):  
Pingfan Li

AbstractThis Account discusses several new reaction methods developed in our group that utilize sulfur-mediated reactions through sulfonium salts and ylides, highlighting the interplay of rational design and serendipity. Our initial goal was to convert aliphatic C–H bonds into C–C bonds site-selectively, and without the use of transition-metal catalysts. While a proof-of-concept has been achieved, this target is far from being ideally realized. The unexpected discovery of an anti-Markovnikov rearrangement and subsequent studies on difunctionalization of alkynes were much more straightforward, and eventually led to the new possibility of asymmetric N–H insertion of sulfonium ylides through Brønsted acid catalysis.1 Introduction2 Allylic/Propargylic C–H Functionalization3 Anti-Markovnikov Rearrangement4 Difunctionalization of Alkynes5 Asymmetric N–H Insertion of Sulfonium Ylides6 Conclusion


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