Codice QR

Concrete Compressive Strength Prediction, External Benchmark Validation, and Scenario-Based Candidate Mixture Screening Using TabPFN and NSGA-II

Public concrete datasets often contain duplicate records, coupled variables, and cross-source distribution shifts, which may lead to overly optimistic model evaluation. Based on a deduplicated UCI high-performance concrete dataset (1005 samples), this study develops a leakage-controlled data-driven...

Descrizione completa

Salvato in:
Autori principali: Wei Chen, Yinggang Liu, Liukui Zhu, Yinbo Zhang, Weifei Zhao, Xiaofang Zhao, Baoyu Dong
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2026-06-01
Serie:Buildings
Soggetti:
concrete compressive strength
TabPFN
external benchmark
applicability domain
SHAP
NSGA-II
Accesso online:https://www.mdpi.com/2075-5309/16/13/2489
Tags: Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi