Simpson's One-third Rule

Simpson's one-third rule is a numerical integration method that estimates the area under a curve when an exact integral is difficult to obtain, making it valuable in engineering analysis. It divides the integration interval into an even number of equal subintervals and approximates the function over each pair with a quadratic polynomial, weighting endpoint, odd, and even interior values in a one-third-based summation. Engineers use the rule to estimate displacement from velocity data, work from force measurements, heat transfer quantities, and other accumulated physical values. Its accuracy is generally high for smooth functions, but it can be affected by sharp changes or unevenly spaced data.

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JoVE Core - Calculus

Simpson's Rule I

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2026

Simpson’s Rule is a numerical integration method used to approximate the value of a definite integral when an exact antiderivative is difficult or impossible to obtain. The method estimates area by fitting a unique parabola through three equally spaced points on a curve and then integrating the resulting quadratic function over the interval. By using only a small number of sampled values, Simpson’s Rule provides an accurate approximation for many smoothly varying functions.A common practical...

Simpson's Rule II

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2026

In warehouse roofing applications, corrugated or curved metal sheets are commonly used to improve structural strength, water drainage, and ventilation efficiency. To accurately estimate material requirements and optimize design parameters, engineers must determine the curved surface area of these sheets. Because the sheet profiles often repeat smoothly along their length, they can be effectively approximated by parabolic curves, enabling the use of numerical integration techniques for area...

Exceptions to the Octet Rule

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2020

Many covalent molecules have central atoms that do not have eight electrons in their Lewis structures. These molecules fall into three categories: Odd-electron molecules have an odd number of valence electrons and therefore have an unpaired electron. Electron-deficient molecules have a central atom with fewer electrons than needed for a noble gas configuration. Hypervalent molecules have a central atom that has more electrons than needed for a noble gas configuration. Odd-electron...

The Aufbau Principle and Hund's Rule

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2020

To determine the electron configuration for any particular atom, we can build the structures in the order of atomic numbers. Beginning with hydrogen, and continuing across the periods of the periodic table, we add one proton at a time to the nucleus and one electron to the proper subshell until we have described the electron configurations of all the elements. This procedure is called the aufbau principle, from the German word aufbau (“to build up”). Each added electron occupies the subshell of...

Lewis Symbols and the Octet Rule

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2020

Chemical bonds are complex interactions between two or more atoms or ions, which reduce the potential energy of the molecule. Gilbert N. Lewis developed a model called the Lewis model that simplified the depiction of chemical bond formation and provided straightforward explanations for the chemical bonds seen in most common compounds. Lewis Model The Lewis model depicts chemical bond formation by the sharing or transfer of valence electrons, which helps to attain a stable electron...

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