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Related Concept Videos

Heterogeneous Catalysis01:22

Heterogeneous Catalysis

Heterogeneous catalysis involves a catalyst in a different phase from the reactants. It is a process where the catalyst and the reactants are in distinct phases, typically solid and gas or liquid.Most heterogeneous catalysts are metals, metal oxides, or acids. The list includes transition metals like iron (Fe), cobalt (Co), nickel (Ni), palladium (Pd), platinum (Pt), chromium (Cr), manganese (Mn), tungsten (W), silver (Ag), and copper (Cu). These metals possess partially vacant d orbitals that...
Thermal Electrocyclic Reactions: Stereochemistry01:17

Thermal Electrocyclic Reactions: Stereochemistry

The stereochemistry of electrocyclic reactions is strongly influenced by the orbital symmetry of the polyene HOMO. Under thermal conditions, the reaction proceeds via the ground-state HOMO.
Selection Rules: Thermal Activation
Conjugated systems containing an even number of π-electron pairs undergo a conrotatory ring closure. For example, thermal electrocyclization of (2E,4E)-2,4-hexadiene, a conjugated diene containing two π-electron pairs, gives trans-3,4-dimethylcyclobutene.
Photochemical Electrocyclic Reactions: Stereochemistry01:26

Photochemical Electrocyclic Reactions: Stereochemistry

The absorption of UV–visible light by conjugated systems causes the promotion of an electron from the ground state to the excited state. Consequently, photochemical electrocyclic reactions proceed via the excited-state HOMO rather than the ground-state HOMO. Since the ground- and excited-state HOMOs have different symmetries, the stereochemical outcome of electrocyclic reactions depends on the mode of activation; i.e., thermal or photochemical.
Selection Rules: Photochemical Activation
Catalysis02:50

Catalysis

The presence of a catalyst affects the rate of a chemical reaction. A catalyst is a substance that can increase the reaction rate without being consumed during the process. A basic comprehension of a catalysts’ role during chemical reactions can be understood from the concept of reaction mechanisms and energy diagrams.
VSEPR Theory and the Basic Shapes02:52

VSEPR Theory and the Basic Shapes

Overview of VSEPR Theory
Energy Diagrams, Transition States, and Intermediates02:13

Energy Diagrams, Transition States, and Intermediates

Free-energy diagrams, or reaction coordinate diagrams, are graphs showing the energy changes that occur during a chemical reaction. The reaction coordinate represented on the horizontal axis shows how far the reaction has progressed structurally. Positions along the x-axis close to the reactants have structures resembling the reactants, while positions close to the products resemble the products.  Peaks on the energy diagram represent stable structures with measurable lifetimes, while other...

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Related Experiment Video

Updated: Jun 16, 2026

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

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Efficient Electronic-Structure Methods Toward Catalyst Screening: Projection-Based Embedding Theory for CO2 Reduction

Elena Kolodzeiski1, Christopher J Stein1,2,3

  • 1Department of Chemistry, TUM School of Natural Sciences, Technical University of Munich, Garching, Germany.

Angewandte Chemie (International Ed. in English)
|August 7, 2025
PubMed
Summary
This summary is machine-generated.

This study shows that embedding methods can accurately screen metallic catalysts for reactions like CO2 reduction. The approach balances computational accuracy and efficiency by focusing on active sites, overcoming electron delocalization challenges.

Keywords:
CO2 conversionHeterogeneous catalysisQuantum embeddingQuantum‐chemical calculationsReactivity studies

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Area of Science:

  • Computational Chemistry
  • Materials Science
  • Catalysis

Background:

  • Catalyst screening requires high accuracy for predicting kinetics under operando conditions.
  • Embedding methods offer a way to balance accuracy and efficiency by focusing computations on active regions.
  • Applying embedding methods to metallic catalysts is challenging due to electron delocalization in conducting surfaces.

Purpose of the Study:

  • To demonstrate the feasibility of simple embedding approaches for metallic catalyst screening.
  • To address the challenges of electron delocalization in metallic systems using embedding methods.
  • To validate the approach for CO2 reduction reaction intermediates on Cu(111).

Main Methods:

  • Developed a simple embedding approach for metallic catalysts.
  • Ensured consistent active orbital space across reaction coordinates.
  • Utilized a nonadditive exchange-correlation functional with exact exchange to mitigate delocalization errors.
  • Applied the method to CO2 reduction intermediates on Cu(111) cluster models.

Main Results:

  • Demonstrated that simple embedding approaches are achievable for metallic catalysts.
  • Successfully mitigated electron delocalization errors using exact exchange in the embedding potential.
  • Verified the approach for various CO2 reduction intermediates on different adsorption sites.
  • Showcased the potential for accurate catalyst screening with embedding methods.

Conclusions:

  • Simple embedding approaches are viable for screening metallic heterogeneous (electro-)catalysts.
  • The proposed method overcomes key challenges associated with electron delocalization.
  • This work paves the way for more efficient and accurate computational catalyst design.