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Xiaole Zhang

Associate Professor

Tsinghua University

China

Research Interests

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Articles (20)

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2026

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2025

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2025

Collaborators (8)

Guoray Cai

Associate Professor

Pennsylvania State University

UNITED STATES

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Zhichao He

Assistant Professor (research)

The Hong Kong Polytechnic University

HONG KONG

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Lida Huang

Tsinghua University

CHINA

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Yangyang Fu

Associate Professor

Tsinghua University

CHINA

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Kai Liu

Prof

Tsinghua University

CHINA

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Wei Qi

Assocaite Professor

Tsinghua University

CHINA

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Kai Liu

Assitant Professor

Westlake University

CHINA

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Xinyan Huang

Associate Professor

The Hong Kong Polytechnic University

CHINA

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Xiaole Zhang

Research Interests

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Articles (20)

A location optimization method for shelter-in-place in case of multi-hazard chemical accidents based on dynamic risk assessment

From thermal runaway propagation to inhalation risk: Influence of state of charge on heat transfer and particle emissions in lithium-ion batteries

Dynamic monitoring deployment for improved key-region radiological forecasts via ensemble-based forward–adjoint information

Physicochemical characterization and exposure modeling of inhalable particle emissions during lithium-ion battery thermal runaway

Physics-guided machine learning for evaporation risk assessment during gasoline spill accidents

Physics-informed optimization for emergency radiation assessment with temporal correction under meteorological uncertainty

Evaluation of the resilience of large-scale interdependent infrastructure through simplification-enhanced network modeling

Multi-task deep learning for pollutant source inversion with DFNN, LSTM, and Transformer architectures

Physics-enhanced deep learning for obstacle-resolved atmospheric dispersion in leakage accidents

Retrieval over Response: Large Language Model-Augmented Decision Strategies for Hierarchical Wildfire Risk Evaluation

Sensor configuration optimization for source term estimation of time-varying emissions

Simulation on charging and dynamics of a flowing bacterial aerosol in parallel-rod dielectric barrier discharge

Unveiling the composition and origins of inhalable submicron particles from electric vehicle thermal runaway

Emission dynamics and mechanistic insights into inhalable particles from lithium-ion battery thermal runaway

Heterogeneous deposition of radioactive particles on urban facades for enhanced exposure assessment in nuclear emergencies

Machine learning-enhanced high-resolution exposure assessment of ultrafine particles

A proposal for oil and gas emergency scenario construction: a strategy for emergency exercise modelling

Crosslinked Hetero-Chain Polymeric Interphase Enables the Stable Cycling of Li-Rich Mn-Based Lithium Metal Batteries

Experimental study on the impact of visibility on bidirectional pedestrian flow under high and low urgency conditions

Source term estimation of a time-varying source around a building based on Bayesian inference and unsteady adjoint equations

Collaborators (8)

Guoray Cai

Zhichao He

Lida Huang

Yangyang Fu

Kai Liu

Wei Qi

Kai Liu

Xinyan Huang

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