semiconductor
Last edited: August 8, 2025The semiconductor industry is a growing industry, the beginning of the semiconductor industry was actually in the silicon valley.
We are now taking a look at a reticle.
algorithms used in the semiconductor industry
Per KLA —
Classification
- Random forest
- Boosted decision trees
- MLPs
- CNNs
Reference generation
- GANs (WAT)
- VAEs
Natural Grouping and Clustering
- auto-encoders
- manual feature extractors
sense
Last edited: August 8, 2025sense is the meaning of the word.
synonymy
synonymy—using synonyms as a proxy for word meaning.
But! There are probably no examples of perfect synonymy: two synonyms have slightly different sense (“my big sister” != “my large sister”)
word relatedness
not synonyms, but closeness in utility or semantic frame:
- coffee + tea — similar
- coffee + cup — related, but not similar
semantic field
words that relate by covering a similar semantic domain:
sentence segmentation
Last edited: August 8, 2025Common algorithm
- tokenization
- classier for whether a period token is a part of a word or the sentence boundary
separation principle
Last edited: August 8, 2025seperable diffequ
Last edited: August 8, 2025\begin{equation} \dv{y}{t} = a(t)f(y) \end{equation}
are a class of functions are called seperable. We can solve them using the division method
division method
the division method involves solving autonomous ODEs by dividing and treating it normally:
\begin{equation} y’ = 8y \end{equation}
\begin{equation} \frac{y’}{8} = y \end{equation}
we now write something fishy:
\begin{equation} \frac{\dd{y}}{y} = 8 \dd{t} \end{equation}
we now take the antiderivative of this:
\begin{equation} \int \frac{1}{y} \dd{y} = \int 8 \dd{t} \end{equation}
We will get that: