Model Perspective
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Model Perspective

Insights, knowledge, and enjoyment from a mathematical modeling researcher and educator. Hosted by Haihua Wang, a modeling instructor and author of "Clever Use of Chat for Mathematical Modeling", "Modeling: The Mathematics of Thinking", "Mathematical Modeling Practice: A Hands‑On Guide to Competitions", and co‑author of "Mathematical Modeling: Teaching Design and Cases".

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Latest from Model Perspective

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Model Perspective
Model Perspective
Jul 20, 2026 · Industry Insights

Why Is Fried Chicken Paired with Watermelon Considered Taboo?

The article analyzes how historical stereotypes linking fried chicken and watermelon to negative Black imagery persist today, explains the dynamics of association strength, and shows how social‑media‑driven context collapse can turn a harmless Chinese combo into a cross‑border cultural controversy.

context collapsecross-cultural communicationcultural differences
0 likes · 9 min read
Why Is Fried Chicken Paired with Watermelon Considered Taboo?
Model Perspective
Model Perspective
Jul 19, 2026 · Industry Insights

Why the Pengshui Landslide Happened: Mechanisms, Monitoring Tech, and Missed Alerts

The article dissects the Pengshui rock collapse, classifying it as an E‑type brittle failure, explains the underlying mechanics, evaluates why existing monitoring and early‑warning systems missed the event, and proposes continuous automated monitoring combined with rapid evacuation protocols.

early warninggeotechnical monitoringinverse velocity method
0 likes · 10 min read
Why the Pengshui Landslide Happened: Mechanisms, Monitoring Tech, and Missed Alerts
Model Perspective
Model Perspective
Jul 14, 2026 · Industry Insights

Why Are Shared Bike Services Raising Prices Simultaneously?

Shared bike operators in Beijing, Nanjing and Zhengzhou have lifted the base fare from 1.5 yuan per 30 minutes to about 1.9 yuan per hour, a roughly 30% increase that, according to market saturation, product homogeneity and short‑term supply rigidity, reflects tacit collusion and will mainly deter low‑frequency, short‑trip users.

bike sharingmarket saturationmembership lock‑in
0 likes · 9 min read
Why Are Shared Bike Services Raising Prices Simultaneously?
Model Perspective
Model Perspective
Jul 11, 2026 · Fundamentals

How a 60‑meter ‘Rescue Carrier’ Floated 500 Students: The Physics Explained

During the July 2024 floods in Guigang, a 60‑meter emergency floating bridge rescued 500 students at a time, and the article explains how its large waterline area, shallow draft, and high metacentric height—derived from Archimedes' principle and naval stability theory—allowed it to stay afloat and stable while carrying heavy loads.

Archimedes principleDisaster rescueEmergency bridge
0 likes · 7 min read
How a 60‑meter ‘Rescue Carrier’ Floated 500 Students: The Physics Explained
Model Perspective
Model Perspective
Jul 10, 2026 · Industry Insights

Is Avoiding Stupidity More Important Than Being Smart?

Exploring Charlie Munger’s reverse‑thinking principle, the article shows how avoiding foreseeable mistakes protects the geometric mean in multiplicative games, explains Jensen’s inequality, the impact of absorbing barriers, and when to defend or attack based on distance to ruin, offering a nuanced view of smart versus stupid strategies.

Jensen inequalitybarbell strategydecision making
0 likes · 11 min read
Is Avoiding Stupidity More Important Than Being Smart?
Model Perspective
Model Perspective
Jul 9, 2026 · Artificial Intelligence

The Three Math Pillars Powering Modern Large Language Models

Beyond compute, data, and Transformer architecture, large language models rely on three core mathematical disciplines—linear algebra for representations, probability and statistics for modeling, and calculus for optimization—each of which underpins token embeddings, attention mechanisms, training objectives, and scaling laws.

Attention MechanismScaling Lawscalculus
0 likes · 11 min read
The Three Math Pillars Powering Modern Large Language Models
Model Perspective
Model Perspective
Jul 7, 2026 · Industry Insights

Why Japan’s Air‑Conditioner Recycling Can’t Bridge Its Rare‑Earth Gap

Japan’s plan to dismantle old air‑conditioners for neodymium magnets, analyzed through quantity, structural, and time‑scale models, shows that the recovered material is too small, the wrong type of rare earths, and delayed by years, making it insufficient to offset China‑driven supply restrictions.

Japanmagnetrare earths
0 likes · 7 min read
Why Japan’s Air‑Conditioner Recycling Can’t Bridge Its Rare‑Earth Gap