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

Inertia Tensor01:24

Inertia Tensor

556
The concept of the inertia tensor is employed to depict the mass distribution and rotational inertia of a solid or rigid object. This tensor is expressed through a three-by-three matrix. Each component within this matrix corresponds to varying moments of inertia about specific axes.
The diagonal components of the inertia tensor matrix represent the moments of inertia concerning the principal axes of the object. These primary axes are defined as the axes where the object experiences the least...
556
Divergence and Curl01:15

Divergence and Curl

1.8K
The divergence of a vector field at a point is the net outward flow of the flux out of a small volume through a closed surface enclosing the volume, as the volume tends to zero. More practically, divergence measures how much a vector field spreads out or diverges from a given point. For an outgoing flux, conventionally, the divergence is positive. The diverging point is often called the "source" of the field. Meanwhile, the negative divergence of a vector field at a point means that the...
1.8K
Scalar and Vector Triple Products01:06

Scalar and Vector Triple Products

2.5K
Two vectors can be multiplied using a scalar product or a vector product. The resultant of a scalar product is scalar, while with vector products, the resultant is a vector. These rules of the scalar or vector product between two vectors can be applied to multiple vectors to obtain meaningful combinations. The scalar triple product is the dot product of a vector with the cross product of two vectors.
The scalar triple product is the dot product of a vector with the cross product of two vectors....
2.5K
Dot Product01:29

Dot Product

376
The dot product is an essential concept in mathematics and physics.
In engineering, the dot product of any two vectors is the product of the magnitudes of the vectors and the cosine of the angle between them. It is denoted by a dot symbol between the two vectors.
Consider a vehicle pulling an object along the ground using a rope. If the rope makes an angle with the horizontal axis, the work done can be calculated using the dot product of the force applied and the object's displacement.
The dot...
376
Divergence and Curl of Electric Field01:25

Divergence and Curl of Electric Field

5.8K
The divergence of a vector is a measure of how much the vector spreads out (diverges) from a point. For example, an electric field vector diverges from the positive charge and converges at the negative charge. The divergence of an electric field is derived using Gauss's law and is equal to the charge density divided by the permittivity of space. Mathematically, it is expressed as
5.8K
Scalar Notation01:28

Scalar Notation

702
Scalar notation is a useful method for simplifying calculations involving vectors. When vectors are added or subtracted, their components can be added or subtracted separately using scalar notation. For instance, force, a vector quantity, can be broken down into its x and y components, called rectangular components, and then the magnitude and direction of these components can be determined using trigonometric functions.
Consider a man pulling a rope from a hook in the northeast direction. The...
702

You might also read

Related Articles

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

Sort by
Same author

A density-based continuous local symmetry measure.

The Journal of chemical physics·2026
Same author

A Discrete Informational Framework for Classical Gravity: Ledger Foundations and Galaxy Rotation Curve Constraints.

Entropy (Basel, Switzerland)·2026
Same author

Quantifying the impact of the Tamm-Dancoff approximation on the computed spectra of transition-metal systems.

The Journal of chemical physics·2026
Same author

Tensor Hypercontraction Error Correction Using Regression.

Journal of computational chemistry·2026
Same author

Local Pair Natural Orbital-Based Coupled-Cluster Theory through Full Quadruples (DLPNO-CCSDTQ).

Journal of chemical theory and computation·2026
Same author

Theoretical Electronic Spectroscopy of Gas Phase Transition Metal Acetylide Cations (MCCH<sup>+</sup>, M = Sc···Zn).

The journal of physical chemistry. A·2026
Same journal

Nuclear Gradients from Auxiliary-Field Quantum Monte Carlo and Their Applications in ML-Driven Geometry Optimization and Transition State Search.

Journal of chemical theory and computation·2026
Same journal

Correction to "Cluster-in-Molecule Local Correlation Method with an Accurate Distant Pair Correction for Large Systems".

Journal of chemical theory and computation·2026
Same journal

Machine-Learned Force Fields for Lattice Dynamics at Coupled-Cluster Level Accuracy.

Journal of chemical theory and computation·2026
Same journal

Systematic Molecularity-Dependent Entropy Errors in Continuum/RRHO Solution Thermochemistry: Origin and Correction.

Journal of chemical theory and computation·2026
Same journal

After 100 Years of Quantum Mechanics: Toward a Constructive Observation-Centered Perspective.

Journal of chemical theory and computation·2026
Same journal

Sample-Based Quantum Diagonalization Methods for Modeling the Photochemistry of Diazirine and Diazo Compounds.

Journal of chemical theory and computation·2026
See all related articles

Related Experiment Video

Updated: Jul 25, 2025

An in vivo Rodent Model of Contraction-induced Injury and Non-invasive Monitoring of Recovery
08:08

An in vivo Rodent Model of Contraction-induced Injury and Non-invasive Monitoring of Recovery

Published on: May 11, 2011

13.9K

Open-Shell Tensor Hypercontraction.

Tingting Zhao1, Megan Simons1, Devin A Matthews1

  • 1Department of Chemistry, Southern Methodist University, Dallas, Texas 75275, United States.

Journal of Chemical Theory and Computation
|June 23, 2023
PubMed
Summary
This summary is machine-generated.

Scientists extended Møller-Plesset perturbation theory to open-shell systems using least-squares tensor hypercontraction (LS-THC). This computational chemistry advancement significantly reduces scaling costs for studying radicals and ions.

More Related Videos

Automated Contraction Analysis of Human Engineered Heart Tissue for Cardiac Drug Safety Screening
10:39

Automated Contraction Analysis of Human Engineered Heart Tissue for Cardiac Drug Safety Screening

Published on: April 15, 2017

12.9K
The Mechanics of Poro-Elastic Contractile Actomyosin Networks As a Model System of the Cell Cytoskeleton
08:50

The Mechanics of Poro-Elastic Contractile Actomyosin Networks As a Model System of the Cell Cytoskeleton

Published on: March 10, 2023

811

Related Experiment Videos

Last Updated: Jul 25, 2025

An in vivo Rodent Model of Contraction-induced Injury and Non-invasive Monitoring of Recovery
08:08

An in vivo Rodent Model of Contraction-induced Injury and Non-invasive Monitoring of Recovery

Published on: May 11, 2011

13.9K
Automated Contraction Analysis of Human Engineered Heart Tissue for Cardiac Drug Safety Screening
10:39

Automated Contraction Analysis of Human Engineered Heart Tissue for Cardiac Drug Safety Screening

Published on: April 15, 2017

12.9K
The Mechanics of Poro-Elastic Contractile Actomyosin Networks As a Model System of the Cell Cytoskeleton
08:50

The Mechanics of Poro-Elastic Contractile Actomyosin Networks As a Model System of the Cell Cytoskeleton

Published on: March 10, 2023

811

Area of Science:

  • Quantum Chemistry
  • Computational Chemistry
  • Theoretical Chemistry

Background:

  • Wavefunction-based quantum-chemical methods like Møller-Plesset perturbation theory (MPn) face computational cost scaling challenges with increasing molecular size.
  • Least-squares tensor hypercontraction (LS-THC) offers efficient factorization of the two-electron integral tensor, reducing computational complexity.
  • Open-shell systems (ions, radicals) are crucial in chemistry but computationally demanding to study with traditional methods.

Purpose of the Study:

  • To extend least-squares tensor hypercontracted (LS-THC) second- and third-order Møller-Plesset perturbation theory (MP2 and MP3) to open-shell molecular systems.
  • To investigate the accuracy and efficiency of these extended methods for open-shell electronic structure calculations.
  • To provide a computationally tractable approach for studying reactive chemical species.

Main Methods:

  • Development of open-shell variants of LS-THC-MP2 and LS-THC-MP3 using diagrammatic techniques.
  • Application of explicit spin summation to incorporate open-shell characteristics.
  • Benchmarking the LS-THC-MPn methods on various test systems, including alkanes, bond-breaking scenarios, and radical stabilization.

Main Results:

  • The developed open-shell LS-THC-MPn methods demonstrate accuracy comparable to their closed-shell counterparts.
  • The computational cost scaling is significantly reduced due to the LS-THC factorization.
  • The methods show robustness, being insensitive to specific chemical interactions, geometries, or moderate spin contamination.

Conclusions:

  • The extension of LS-THC-MPn to open-shell systems is a significant advancement in computational quantum chemistry.
  • These methods provide a reliable and efficient tool for studying a wide range of open-shell molecular systems.
  • LS-THC-MPn offers a promising avenue for reducing computational burdens in theoretical chemistry research.