Article-Journal

LLM-Driven Human-AI Collaborative Decision Support System for Complex Industrial Processes: A Case Study in Metallurgy

A human-AI decision-support architecture integrating feedback-based retrieval, memory-augmented SQL generation, and meta-cognitive tool orchestration.

Youcheng Zong

• Oct 1, 2026 • 1 min read

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Zero-Shot Capillary Segmentation in Dermoscopy Images via SAM2: A Case Study on Oral Mucosa

A meta-contrastive learning hybrid model for adaptive temperature trend prediction in variable ladle preheating

Meta-contrastive adaptation for multi-step temperature forecasting across variable ladle-preheating tasks.

Youcheng Zong

• Dec 1, 2025 • 1 min read

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XGBoost and CNN-based prediction of external forces and stress-strain during solidification reduction in casting

Investigation of the Mechanism of Central Crack Formation During the Solidification and Reduction Process of GCr15 Bearing Steel

Influence of heavy reduction during solidification process of billets based on 3D reconstruction of dendrites

Hybrid Grid Search and Bayesian optimization-based random forest regression for predicting material compression pressure in manufacturing processes

First-author journal article on random-forest-based pressure prediction in manufacturing processes.

Youcheng Zong

• Feb 1, 2025 • 1 min read

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Application of electromagnetic metallurgy in continuous casting: A review

Iron-Tapping State Recognition of Blast Furnace Based on Bi-GRU Composite Model and Post-Processing Classifier

First-author journal article on blast furnace iron-tapping state recognition.

Youcheng Zong

• Sep 1, 2023 • 1 min read

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Judgment of blast furnace iron-tapping status based on data differential processing and dynamic window analysis algorithm

First-author journal article on blast furnace iron-tapping status judgment.

Youcheng Zong

• Aug 1, 2023 • 1 min read

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