Xinzheng Lu

Orcid: 0000-0002-3313-7420

Affiliations:
  • Tsinghua University, Department of Civil Engineering, Beijing, China


According to our database1, Xinzheng Lu authored at least 25 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Knowledge-enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings.
Comput. Aided Civ. Infrastructure Eng., February, 2024

A text classification-based approach for evaluating and enhancing the machine interpretability of building codes.
Eng. Appl. Artif. Intell., January, 2024

AI-powered fire engineering design and smoke flow analysis for complex-shaped buildings.
J. Comput. Des. Eng., 2024

QuakeBERT: Accurate Classification of Social Media Texts for Rapid Earthquake Impact Assessment.
CoRR, 2024

2023
Design-condition-informed shear wall layout design based on graph neural networks.
Adv. Eng. Informatics, October, 2023

Intelligent design of shear wall layout based on graph neural networks.
Adv. Eng. Informatics, January, 2023

LLM-FuncMapper: Function Identification for Interpreting Complex Clauses in Building Codes via LLM.
CoRR, 2023

2022
Iterative self-transfer learning: A general methodology for response time-history prediction based on small dataset.
J. Comput. Des. Eng., 2022

Intelligent generative structural design method for shear wall building based on "fused-text-image-to-image" generative adversarial networks.
Expert Syst. Appl., 2022

Earthquake Impact Analysis Based on Text Mining and Social Media Analytics.
CoRR, 2022

Text Mining-Based Patent Analysis for Automated Rule Checking in AEC.
CoRR, 2022

Data-driven hysteretic behavior simulation based on weighted stacked pyramid neural network architecture.
CoRR, 2022

Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain.
CoRR, 2022

Integrating NLP and context-free grammar for complex rule interpretation towards automated compliance checking.
Comput. Ind., 2022

Pretrained domain-specific language model for natural language processing tasks in the AEC domain.
Comput. Ind., 2022

2021
Automated Simulation Framework for Urban Wind Environments Based on Aerial Point Clouds and Deep Learning.
Remote. Sens., 2021

Near-real-time prompt assessment for regional earthquake-induced landslides using recorded ground motions.
Comput. Geosci., 2021

Real-time regional seismic damage assessment framework based on long short-term memory neural network.
Comput. Aided Civ. Infrastructure Eng., 2021

2020
Framework for city-scale building seismic resilience simulation and repair scheduling with labor constraints driven by time-history analysis.
Comput. Aided Civ. Infrastructure Eng., 2020

Scenario simulation of indoor post-earthquake fire rescue based on building information model and virtual reality.
Adv. Eng. Softw., 2020

Photo-realistic visualization of seismic dynamic responses of urban building clusters based on oblique aerial photography.
Adv. Eng. Informatics, 2020

2019
Seismic loss assessment for buildings with various-LOD BIM data.
Adv. Eng. Informatics, 2019

2016
A computational framework for regional seismic simulation of buildings with multiple fidelity models.
Adv. Eng. Softw., 2016

2014
A virtual reality based fire training simulator with smoke hazard assessment capacity.
Adv. Eng. Softw., 2014

A coarse-grained parallel approach for seismic damage simulations of urban areas based on refined models and GPU/CPU cooperative computing.
Adv. Eng. Softw., 2014


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