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Xinzheng Lu

Has grant

Professor

Tsinghua University

China

Research Interests

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Professors in Structural Engineering

Recent Grants

Grant: Open

Research on the design method integrating intelligent generation and intelligent optimization for frame-shear wall structures

Open Date: 2025-01-01

Close Date: 2027-12-01

Grant: Close

Key technologies for building (group) digital twin model simulation and virtual-real interaction

Open Date: 2023-12-01

Close Date: 2026-11-01

Grant: Open

Research on earthquake disaster chain effects and disaster resilience of dense urban building clusters

Open Date: 2023-01-01

Close Date: 2027-12-01

Grant: Close

Improving Urban Seismic Resilience using Multi-scale Digital Twin City

Open Date: 2020-01-01

Close Date: 2024-12-01

Grant: Close

Simulation Technologies of Mega-Earthquake Scenarios of Cities

Open Date: 2018-12-01

Close Date: 2021-12-01

Articles (20)

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Collaborators (2)

Yuan Tian

Associate Professor

University of Science and Technology Beijing

CHINA

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Chen Gu

Associate Professor

Tsinghua University

CHINA

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Xinzheng Lu

Research Interests

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Recent Grants

Articles (20)

Advances and Applications of Computational Design Methods in Structural Design

A knowledge distillation-based transfer learning framework for peak seismic response prediction of urban building clusters

Mechanics-embedded diffusion with closed-loop denoising for intelligent zoning design of concrete-faced rockfill dams

QuakeF2G: A region-specific transformer-based ground motion prediction model considering fault segments modeling

Graph-based data-physics hybrid surrogate modeling for seismic response estimation of steel moment frame building portfolios

GNN‐based prediction of period reduction for precast shear walls with infill

Data enhancement for generative AI design of shear wall structures incorporating structural optimization and diffusion models

Graph neural network-based region-building seismic damage prediction

Intelligent design of dimensions of reinforced concrete frame structure components using diffusion models

Translating regulatory clauses into executable codes for building design checking via large language model driven function matching and composing

Generative model-based building evacuation simulation for safety design

An Open-Source Rapid Regional Earthquake-Induced Landslides Evaluation Method Using Time-History Analysis

A cumulative absolute velocity prediction method based on surrounding strong motion records and deep learning

Leveraging data-driven artificial intelligence in optimization design for building structures: A review

Acoustic Events Detection and Classification for Urban DAS Data with Supervised Learning

AI-powered safe egress time assessment for complex building fire evacuation

Experimental and analytical study of a novel double-stage capacity-adjustable buckling-restrained brace

Falling debris from building envelope infill walls impacted by earthquake-induced building collision: Experiment and finite element analysis

Intelligent zoning design of concrete-faced rockfill dams using image-parameter fusion enhanced generative adversarial networks

Graph neural network-assisted evolutionary algorithm for rapid optimization design of shear-wall structures

Collaborators (2)

Yuan Tian

Chen Gu

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