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Guozhu Jia

Sichuan Normal University

China

SCHOLARLY PAPERS

8

DOWNLOADS

538

TOTAL CITATIONS

1

Scholarly Papers (8)

1.

The Impact of Internet Use on the Subjective Well-Being of the Elderly:New Evidence from the China Family Panel Studies

Number of pages: 28 Posted: 16 May 2022
Ziqi Yuan and Guozhu Jia
affiliation not provided to SSRN and Sichuan Normal University
Downloads 119 (600,462)

Abstract:

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The elderly, internet use, subjective well-being, CFPS, machine learning

2.

Machine Learning Accelerated Design Milk Tea-A Case of New Lemon Black Tea

Number of pages: 15 Posted: 13 Sep 2023
Sichuan Normal University, Sichuan Normal University, Sichuan Normal University and Sichuan Normal University
Downloads 107 (654,668)

Abstract:

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active learning, accelerate design, milk tea, machine learning

3.

Integrating Cmstt And Survival Analysis for Event-Driven Natural Gas Price Forecasting

Number of pages: 13 Posted: 01 Aug 2024
XU Jia and Guozhu Jia
affiliation not provided to SSRN and Sichuan Normal University
Downloads 93 (725,554)

Abstract:

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Natural gas price, Event-driven, CMSTT, Survival analysis, Google Trends

4.

Active Learning Approach for Accelerated Design Drink Formulas

Number of pages: 18 Posted: 10 Apr 2024
Guozhu Jia, Ruiguang Yao and Min Huang
Sichuan Normal University, Sichuan Normal University and Sichuan Normal University
Downloads 58 (980,173)

Abstract:

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active learning, accelerate design, milk tea, machine learning

5.

Active Learning Based Reverse Design of Hydrogen Production from Biomass Fuel

Number of pages: 24 Posted: 19 Jun 2023
Xin Zheng and Guozhu Jia
Sichuan Normal University and Sichuan Normal University
Downloads 54 (1,020,567)
Citation 1

Abstract:

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biomass fuels, high hydrogen production, Bayesian active learning, machine learning, reverse design

6.

A One-Shot Automated Framework Based on Large Language Model and Automl: Accelerating the Design of Porous Carbon Materials and Carbon Capture Optimization

Number of pages: 27 Posted: 16 Jan 2025
Lin Hu, Zhaorong Zhou and Guozhu Jia
Sichuan Normal University, Sichuan Normal University and Sichuan Normal University
Downloads 52 (1,041,696)

Abstract:

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Porous carbon materials, Carbon capture, H2OAutoML, One-shot automated framework, Reverse design

7.

Machine Learning-Accelerated Design the Thermal Conductivity of Nanofluids: The Case of Metals and Metal Oxides

Number of pages: 19 Posted: 12 Jul 2023
Min Huang and Guozhu Jia
Sichuan Normal University and Sichuan Normal University
Downloads 43 (1,145,425)

Abstract:

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thermal conductivity, nanofluids, machine learning, active learning, reverse design

8.

Mechanism-Centric Cross-Domain Retrieval for Scientific Discovery: LLM Agents for Structural Isomorphism Beyond Semantic Similarity

Number of pages: 55 Posted: 02 Mar 2026
Huajun Zhou and Guozhu Jia
Sichuan Normal University and Sichuan Normal University
Downloads 12 (1,526,714)

Abstract:

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Cross-domain isomorphism, Mechanistic retrieval, LLM agents, Neuro-symbolic reasoning, Scientific discovery