Nonlinear Dynamics and Chaos
E1002064
Nonlinear Dynamics and Chaos is a widely used textbook by Steven Strogatz that introduces the theory and applications of nonlinear systems, emphasizing qualitative analysis, bifurcations, and chaotic behavior in real-world phenomena.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Nonlinear Dynamics and Chaos canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T12797661 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nonlinear Dynamics and Chaos Context triple: [Steven Strogatz, notableWork, Nonlinear Dynamics and Chaos]
-
A.
chaos theory
Chaos theory is a branch of mathematics and physics that studies how small differences in initial conditions can lead to vastly different outcomes in complex, dynamical systems, making long-term prediction effectively impossible.
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B.
Non-Linear Systems
Non-Linear Systems was an American electronics company best known for manufacturing Kaypro personal computers in the early 1980s.
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C.
Strange Attractors
"Strange Attractors" is a collection of philosophically rich short stories by Rebecca Goldstein that blend mathematics, science, and human relationships.
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D.
Nonlinearity
Nonlinearity is a peer-reviewed scientific journal focusing on research in nonlinear science and mathematics, published by the London Mathematical Society.
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E.
Chaos in Classical and Quantum Mechanics
"Chaos in Classical and Quantum Mechanics" is a seminal monograph by Martin Gutzwiller that systematically develops the theory of classical chaos and its profound connections to quantum mechanics, particularly through what is now known as the Gutzwiller trace formula.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nonlinear Dynamics and Chaos Target entity description: Nonlinear Dynamics and Chaos is a widely used textbook by Steven Strogatz that introduces the theory and applications of nonlinear systems, emphasizing qualitative analysis, bifurcations, and chaotic behavior in real-world phenomena.
-
A.
chaos theory
Chaos theory is a branch of mathematics and physics that studies how small differences in initial conditions can lead to vastly different outcomes in complex, dynamical systems, making long-term prediction effectively impossible.
-
B.
Non-Linear Systems
Non-Linear Systems was an American electronics company best known for manufacturing Kaypro personal computers in the early 1980s.
-
C.
Strange Attractors
"Strange Attractors" is a collection of philosophically rich short stories by Rebecca Goldstein that blend mathematics, science, and human relationships.
-
D.
Nonlinearity
Nonlinearity is a peer-reviewed scientific journal focusing on research in nonlinear science and mathematics, published by the London Mathematical Society.
-
E.
Chaos in Classical and Quantum Mechanics
"Chaos in Classical and Quantum Mechanics" is a seminal monograph by Martin Gutzwiller that systematically develops the theory of classical chaos and its profound connections to quantum mechanics, particularly through what is now known as the Gutzwiller trace formula.
- F. None of above. chosen
Statements (45)
| Predicate | Object |
|---|---|
| instanceOf |
scientific book
ⓘ
textbook ⓘ |
| approach |
geometric viewpoint
ⓘ
minimal use of advanced mathematics ⓘ qualitative reasoning ⓘ |
| audience |
advanced undergraduates
ⓘ
graduate students ⓘ researchers in applied sciences ⓘ |
| author | Steven H. Strogatz NERFINISHED ⓘ |
| edition | first edition ⓘ |
| emphasis |
bifurcation theory
ⓘ
chaotic behavior ⓘ qualitative analysis of dynamical systems ⓘ real-world applications ⓘ |
| field |
applied mathematics
ⓘ
chaos theory ⓘ dynamical systems ⓘ nonlinear dynamics ⓘ |
| firstPublicationYear | 1994 ⓘ |
| language | English ⓘ |
| notableFor |
clear exposition
ⓘ
influence on teaching of nonlinear dynamics ⓘ numerous real-world examples ⓘ |
| publisher |
Perseus Books
NERFINISHED
ⓘ
Westview Press NERFINISHED ⓘ |
| subtitle | With Applications to Physics, Biology, Chemistry, and Engineering ⓘ |
| topic |
Lorenz equations
NERFINISHED
ⓘ
Poincaré maps NERFINISHED ⓘ bifurcations ⓘ biological rhythms ⓘ chemical oscillations ⓘ fixed points ⓘ forced oscillations ⓘ limit cycles ⓘ logistic map ⓘ one-dimensional maps ⓘ period-doubling route to chaos ⓘ phase plane analysis ⓘ population dynamics ⓘ resonance and entrainment ⓘ sensitive dependence on initial conditions ⓘ stability analysis ⓘ strange attractors ⓘ synchronization ⓘ |
| usedAs | university course textbook ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Nonlinear Dynamics and Chaos Description of subject: Nonlinear Dynamics and Chaos is a widely used textbook by Steven Strogatz that introduces the theory and applications of nonlinear systems, emphasizing qualitative analysis, bifurcations, and chaotic behavior in real-world phenomena.
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.