Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Interfacial Electrochemical Methods: Overview01:06

Interfacial Electrochemical Methods: Overview

777
Interfacial electrochemical methods focus on the phenomena occurring at the boundary between an electrode and a solution, as opposed to bulk methods that concentrate on the solution's overall properties. These interfacial methods are classified as either static or dynamic based on the presence of a nonzero current in the electrochemical cell and the consistency of analyte concentrations. Static methods, such as potentiometry, measure the cell's potential without any significant current...
777
Thermal and Photochemical Electrocyclic Reactions: Overview01:26

Thermal and Photochemical Electrocyclic Reactions: Overview

2.9K
Electrocyclic reactions are reversible reactions. They involve an intramolecular cyclization or ring-opening of a conjugated polyene. Shown below are two examples of electrocyclic reactions. In the first reaction, the formation of the cyclic product is favored. In contrast, in the second reaction, ring-opening is favored due to the high ring strain associated with cyclobutene formation.
2.9K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

A Novel <i>ABO*O.01.02-B.01</i> Hybrid Allele with a c.28+1G>A Variation Causing the Bel Phenotype.

Annals of laboratory medicine·2026
Same author

The polymorphism of ABO gene regulatory regions in 120 individuals residing in Dalian, China.

Transfusion medicine (Oxford, England)·2026
Same author

Predictive Factors for Prolonged Ventilatory Support in Infants Undergoing Total Anomalous Pulmonary Venous Connection Repair: A Retrospective Cohort Study.

Reviews in cardiovascular medicine·2025
Same author

Identification of a Novel ABO*A1.02 Allele with Variant c.28 + 2_3delTG Associated with the A<sub>el</sub> Phenotype in a Chinese Individual.

Transfusion·2025
Same author

Systematics and Palaeoecology of Three New Acrocarpous Mosses from the Mid-Cretaceous of Kachin, Myanmar.

Plants (Basel, Switzerland)·2025
Same author

Diels-Alder Reaction of C<sub>60</sub> and C<sub>70</sub> Fullerenes Confined in a Nanohoop: A Theoretical Study.

Chemphyschem : a European journal of chemical physics and physical chemistry·2025

Related Experiment Video

Updated: Jan 9, 2026

Synthesis and Performance Characterizations of Transition Metal Single Atom Catalyst for Electrochemical CO2 Reduction
10:57

Synthesis and Performance Characterizations of Transition Metal Single Atom Catalyst for Electrochemical CO2 Reduction

Published on: April 10, 2018

18.9K

Fullerene-Supported Single-Atom Catalysts for Electrocatalytic Water Splitting: Progress, Challenges, and Machine

Chun-Xiang Li1,2, Shu-Ling Tong2, De-Sheng Ma2

  • 1College of Food Science and Technology, Henan University of Technology, Zhengzhou 450001, China.

Molecules (Basel, Switzerland)
|December 11, 2025
PubMed
Summary

Fullerene-supported single-atom catalysts (SACs) offer a sustainable alternative for water splitting, reducing reliance on precious metals. Machine learning aids in designing efficient and stable SACs for hydrogen production.

Keywords:
HEROERfullerene SACsmachine learningwater splitting

More Related Videos

Synthesis of Metal Nanoparticles Supported on Carbon Nanotube with Doped Co and N Atoms and its Catalytic Applications in Hydrogen Production
08:40

Synthesis of Metal Nanoparticles Supported on Carbon Nanotube with Doped Co and N Atoms and its Catalytic Applications in Hydrogen Production

Published on: December 6, 2021

4.1K
Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
10:52

Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics

Published on: April 12, 2019

13.3K

Related Experiment Videos

Last Updated: Jan 9, 2026

Synthesis and Performance Characterizations of Transition Metal Single Atom Catalyst for Electrochemical CO2 Reduction
10:57

Synthesis and Performance Characterizations of Transition Metal Single Atom Catalyst for Electrochemical CO2 Reduction

Published on: April 10, 2018

18.9K
Synthesis of Metal Nanoparticles Supported on Carbon Nanotube with Doped Co and N Atoms and its Catalytic Applications in Hydrogen Production
08:40

Synthesis of Metal Nanoparticles Supported on Carbon Nanotube with Doped Co and N Atoms and its Catalytic Applications in Hydrogen Production

Published on: December 6, 2021

4.1K
Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics
10:52

Multiscale Sampling of a Heterogeneous Water/Metal Catalyst Interface using Density Functional Theory and Force-Field Molecular Dynamics

Published on: April 12, 2019

13.3K

Area of Science:

  • Materials Science
  • Catalysis
  • Electrochemistry

Background:

  • Fullerene-supported single-atom catalysts (SACs) are emerging as alternatives to precious metal catalysts for electrocatalytic water splitting.
  • Fullerenes offer unique stability, conductivity, and surface chemistry for enhanced metal atom dispersion and catalytic activity.

Purpose of the Study:

  • To systematically review recent advances in fullerene-based SACs for electrocatalytic overall water splitting.
  • To highlight the design, synthesis, properties, and applications of these catalysts.
  • To explore the potential of machine learning in accelerating catalyst discovery.

Main Methods:

  • Review of recent literature on fullerene-based SACs.
  • Analysis of structural, electronic, and catalytic properties.
  • Integration of density functional theory, transition state modeling, and data-driven techniques.
  • Proposal of a machine learning-assisted framework for catalyst prediction and screening.

Main Results:

  • Fullerenes (C60, C24) combined with transition metals (Pt, Ru, V) show superior hydrogen evolution reaction (HER) and oxygen evolution reaction (OER) activity.
  • These fullerene-based SACs exhibit bifunctionality and unique spin-selective catalytic pathways.
  • Machine learning and high-throughput simulations can efficiently explore the vast structural space of fullerene-metal combinations.

Conclusions:

  • Fullerene-based SACs present a promising avenue for developing efficient, stable, and scalable electrocatalysts for sustainable hydrogen production.
  • A machine learning-assisted approach can accelerate the rational design and screening of high-performance fullerene-based SACs.