Have a look at some interesting examples under nodejs/sequelize/raw/many_to_many.js.

Mean Absolute Error (MAE) is a common metric used to evaluate the performance of regression models. It measures the average magnitude of the errors in a set of predictions, without considering their direction (i.e., it takes the absolute values of the errors).

The term "spin representation" is commonly used in the context of quantum mechanics and refers to a mathematical framework for describing the intrinsic angular momentum (spin) of quantum particles. Spin is a fundamental property of quantum particles like electrons, protons, neutrons, and other elementary and composite particles. ### Key Elements of Spin Representation: 1. **Quantum States**: Spin states are represented as vectors in a Hilbert space.

Euclidean symmetries refer to the transformations that preserve the structure of Euclidean space, which is the familiar geometry of flat spaces (typically two-dimensional and three-dimensional spaces). These symmetries encompass various operations that can be applied to geometric figures without altering their fundamental properties, such as distances and angles. The main types of Euclidean symmetries include: 1. **Translations**: Shifting a figure from one location to another without rotation or reflection.

The affine symmetric group, often denoted as \( \text{Aff}(\mathbb{Z}/n\mathbb{Z}) \) or \( \text{Aff}(n) \), is an extension of the symmetric group that includes not only permutations of a finite set but also affine transformations. Specifically, it refers to a group of transformations that act on a finite cyclic group, typically represented as \( \mathbb{Z}/n\mathbb{Z} \).

In geometry, axiality refers to a property or characteristic related to axes, particularly concerning symmetry and orientation. While the term isn't frequently used in mainstream geometry literature, it often relates to how certain objects or shapes are organized around an axis. In the context of geometry, axiality can describe: 1. **Symmetry**: An object is said to have axiality if it exhibits symmetry about an axis.

Circular symmetry, often referred to as radial symmetry, is a type of symmetry where an object or shape appears the same when rotated around a central point. In other words, if you were to rotate the object through any angle about that central point, it would look unchanged. In the context of two-dimensional shapes, examples of circular symmetry include circles, wheels, and starfish. In three dimensions, objects like spheres and some types of flower arrangements exhibit circular symmetry.

Facial symmetry refers to the degree to which one side of a person's face is a mirror image of the other side. In a perfectly symmetrical face, corresponding features (such as eyes, eyebrows, lips, and jawline) match in size, shape, and position on both sides. However, most human faces are not perfectly symmetrical; slight asymmetries are common and can even contribute to an individual's uniqueness and attractiveness.

A list of space groups refers to a classification of the symmetrical arrangements in three-dimensional space that describe how atoms are organized in crystals. These groups are essential in the field of crystallography and solid-state physics because they provide a systematic way to categorize and understand the symmetry properties of crystalline materials. Space groups combine the concepts of point groups and translation operations.

Geometric transformation refers to the process of altering the position, size, orientation, or shape of geometric figures or objects in a coordinate system. It is commonly used in various fields such as computer graphics, image processing, and robotics. There are several types of geometric transformations, which can typically be categorized into the following main types: 1. **Translation**: Moving a figure from one location to another without changing its shape or orientation.

The Higgs sector refers to the part of the Standard Model of particle physics that describes the Higgs boson and the associated mechanisms that give mass to elementary particles. It plays a crucial role in explaining how particles acquire mass through the Higgs mechanism, which involves spontaneous symmetry breaking. Here's a breakdown of the key components of the Higgs sector: 1. **Higgs Field**: The Higgs sector is based on a scalar field known as the Higgs field, which permeates the universe.

Lorentz covariance is a fundamental principle in the theory of relativity that describes how the laws of physics remain invariant under Lorentz transformations, which relate the coordinates of events as observed in different inertial reference frames moving at constant velocities relative to each other. In more detail, Lorentz transformations include combinations of rotations and boosts (changes in velocity) that preserve the spacetime interval between events.

Schoenflies notation is a system used in chemistry and molecular biology to describe the symmetry of molecules and molecular structures, particularly in the context of point groups in three-dimensional space. It provides a way to classify the symmetry of a molecule based on its geometric arrangements and symmetries. In Schoenflies notation, point groups are denoted by symbols that often consist of letters and numbers.

The symmetry number of a molecular species is a quantitative measure of the extent to which the molecule possesses symmetry. Specifically, the symmetry number is defined as the number of ways a molecule can be rotated or otherwise transformed in space such that it appears indistinguishable from its original form. This concept is important in various fields, including chemistry and molecular physics, as it relates to the statistical mechanics of molecules and their interactions.

The Generalized Helmholtz theorem is an extension of the classical Helmholtz decomposition theorem, which provides a framework for decomposing vector fields into different components based on their properties. The theorem states that any sufficiently smooth vector field in three-dimensional space can be expressed as the sum of an irrotational (curl-free) vector field and a solenoidal (divergence-free) vector field.