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Computation
Physics, Model, Pattern, Rules
Human can define the sequences of arithmetic or logical operations and let the computer compute for us
Model / Theory
: a plausible or scientifically acceptable general principle or body of principles offered to explain phenomena
Ok gravity. It's everywhere.
Gravity simulation based on real quantity of the solar system
- Yes it works the same for the huge numbers too.
Example) Virus infection phenomena
figures in a medical textbook
Virus infection mechanism
Myungin Lee, Sabina Hyoju Ahn, Yoojin Oh, JoAnn Kuchera-Morin, "Parasitic signals: Multimodal Sonata for Real-time Interactive Simulation of the SARS-CoV-2 Virus," IEEE VIS Arts Program, 2023 Coexistence with the SARS-CoV-2 virus | Myungin Lee
How do we know or define the model?
Data
: Data are a collection of discrete or continuous values that convey information, describing the quantity, quality, fact, statistics, other basic units of meaning, or simply sequences of symbols that may be further interpreted formally
Data Visualization
Example) Ocean
Sea Surface Temperature (SST) measured from the NASA's climate satellite
AI guides users through immersive explorations of complex marine data Sensorium ARC | Myungin Lee
Plot on the distributed 3D displays (26 projects in the AlloSphere)
Data Processing
: Data processing is the collection and manipulation of digital data to produce meaningful information. Data processing is a form of information processing, which is the modification (processing) of information in any manner detectable by an observer.
Finding patterns from data
Machine Learning
: Machine learning is the field of building systems that learn patterns from data to make predictions, decisions, or generate content—rather than being explicitly programmed for every rule. It frames learning as optimizing a model on examples with respect to an objective so that the model generalizes to new, unseen data.
Large Multidimensional data
Multidimensional Model
Equation
: a mathematical formula that expresses the equality of two expressions, by connecting them with the equals sign =.
Example) Equations
Universal Gravitation
Hopf fibration (also known as the Hopf bundle or Hopf map) describes a 3-sphere (a hypersphere in four-dimensional space) in terms of circles and an ordinary sphere
Pattern
: the elements of a pattern repeat in a predictable manner.
Example) Fractal
Pattern in handicrafts
Fractal in the AlloSphere
Fibonacci Sequence
The Fibonacci sequence and Golden Ratio create visually pleasing proportions often used in art for balanced and harmonious compositions. Spirals found in nature, like nautilus shells and sunflowers, inspire artists to use Fibonacci-based spirals for dynamic visual flow.
How to Express them?
- Graphics
gameobject
vertex / vertices
In this class, forget about Blender, unless you create something like Blender
Audio
Data Sonification
Algorithmic composition
New Instrument
etc
And more of course. What will be yours?
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