Real ChatGPT answer · index seedOQ8s4Nayh58completeAutomotive · car reliability and safetyinformational
Can you break down the fluid dynamics of standing water displacement on asphalt highways and how tread pattern directionality affects high-speed hydroplaning resistance
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The searches the AI actually ran for this prompt.
SEED QUERY
Can you break down the fluid dynamics of standing water displacement on asphalt highways and how tread pattern directionality affects high-speed hydroplaning resistance
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
tire hydroplaning fluid dynamics tread grooves directional tread hydroplaning resistance NHTSA tire safety Google ↗
FHWA pavement macrotexture water drainage hydroplaning asphalt pavement Google ↗
- PAVEMENT FRICTION FOR ROAD SAFETY · highways.fhwa.dot.gov
- Chapter 1. Introduction - Evaluation of Pavement Safety Performance , February 2015 · fhwa.dot.gov
- Technical Advisory T 5040.36 Surface Texture for Asphalt and Concrete Pavements - Pavements · fhwa.dot.gov
- A review of numerical and experimental studies on hydroplaning of vehicles in motion on road surfaces · doi.org
- NCHRP Web-Only Document 108: Guide for Pavement · dot.state.mn.us
- Hydroplaning · txdot.gov
- II: HOW STORM RUN-OFF AFFECTS ROADWAY SAFETY · highways.dot.gov
- 2001-01-0753: Improvement of Hydroplaning Performance Based on Water Flow around Tires · saemobilus.sae.org
- Optimization of tire tread pattern based on flow characteristics to improve hydroplaning resistance - Haichao Zhou, Zhen Jiang, Baiyu Jiang, Hao Wang, Guolin Wang, Hao Qian, 2020 · journals.sagepub.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
tire hydroplaning fluid dynamics tread grooves directional tread hydroplaning resistance NHTSA tire safety OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FHWA pavement macrotexture water drainage hydroplaning asphalt pavement OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |