Numerical aperture is a measure of a lens's ability to gather light. It is a critical factor that affects the resolution of an image; the higher the numerical aperture, the better the resolution produced by the microscope.

Numerical Aperture

Shorter wavelengths are able to resolve smaller objects. For example, an electron microscope has a much higher resolution than a light microscope because it uses an electron beam with a very short wavelength, as opposed to the long-wavelength visible light used by a light microscope.

Electron Microscope Resolution Example

At very high magnifications, the small amount of air between a specimen and the lens can scatter light rays before they are focused, compromising resolution due to the large difference in refractive indices between air and glass. To prevent this, a drop of immersion oil is applied to fill the space between the specimen and a specialized oil immersion lens. Because the oil has a refractive index very similar to that of glass, it increases the maximum angle at which light can enter the lens, thereby capturing more light and improving the resolution of the image.

Oil Immersion Lenses

Resolution is defined as the ability to tell that two separate points or objects are distinct from one another. In microscopy, a low-resolution image appears fuzzy, whereas a high-resolution image appears sharp. Resolution is primarily affected by two factors: the wavelength of the light or electron beam used (with shorter wavelengths yielding higher resolution) and the numerical aperture of the lens. Additionally, resolution can be increased by using stains that enhance the contrast of the specimen.

Google

University of Texas at San Antonio

Modus ponens is the most widely implemented inference method provided by FOL. It functions by corresponding to what is informally known as if-then reasoning. Thus, if the left-hand side of an implication rule is true, then the right-hand side of the rule can be inferred.

Modus Ponens

An on-going but a helpful book resource about NLP
https://web.stanford.edu/~jurafsky/slp3/

Speech and Language Processing (3rd ed. draft) 

https://openstax.org/details/books/microbiology/

Microbiology covers the scope and sequence requirements for a single-semester microbiology course for non-majors. The book presents the core concepts of microbiology with a focus on applications for careers in allied health. The pedagogical features of the text make the material interesting and accessible while maintaining the career-application focus and scientific rigor inherent in the subject matter. Microbiology’s art program enhances students’ understanding of concepts through clear and effective illustrations, diagrams, and photographs.

Microbiology is produced through a collaborative publishing agreement between OpenStax and the American Society for Microbiology Press. The book aligns with the curriculum guidelines of the American Society for Microbiology.

OpenStax Microbiology Textbook

In forward chaining systems as individual facts are added to the knowledge base, modus pones is used to fire all applicable implication rues. The process continues until no further facts can be deduced. The disadvantage of this approach is that facts that will never be needed may be inferred and stored.

Forward Chaining 

In backward chaining modus ponens is run in reverse to prove specific propositions called queries. However while backward chaining is a sound method of reasoning, reasoning backwards is an invalid form of plausible reasoning.

Learn Before

Related

Learn After