Bokai Liu - Publications, H-index & Citations

Bokai Liu

umeå university

12H指数

31论文数

1.3K被引数

收录论文 18

发表时间

Ice accretion growth of high-speed railway contact wires under periodic traction load 高速铁路接触线在周期性牵引载荷下的积冰增长

Cold Regions Science and Technology

IF3.8

2026-09-17

PREAI

Bokai Liu; Lijun Zhou; Yuning Wang; Yijie Zhou; Yang He; Dongyang Wang

A novel NTK-guided multi-stage adaptive physics-informed deep learning for forward and inverse analysis in solid mechanics and transfer learning 一种基于NTK引导的多阶段自适应物理信息深度学习方法，用于固体力学中的正反分析和迁移学习

International Journal of Solids and Structures

IF3.8

2026-07-21

PREAI

Chenhui Ye; Hongwei Guo; Bokai Liu; Thomas Olofsson; Shan Lin; Hong Zheng

Numerical Simulation Study on the Temperature Rise Characteristics of Asphalt Pavement During Hot In-Place Recycling 热再生过程中沥青路面温度升高特性的数值模拟研究

Materials

IF3.2

2026-05-19

OAAI

Chuanyi Ma; Jizhe Zhang; Bokai Liu; Yuechao Zhao; Peng Zhou; Liting Yan; Zhanyong Yao; Weidong Cao

A pretraining-finetuning computational framework for material homogenization 一种材料均质化的预训练-微调计算框架

International Journal of Mechanical Sciences

IF9.4

2026-02-12

PREAI

Yizheng Wang; Xiang Li; Ziming Yan; Shuaifeng Ma; Jinshuai Bai; Bokai Liu; Xiaoying Zhuang; Timon Rabczuk; Yinghua Liu

A prediction model for dyke-dam piping based on data augmentation and interpretable ensemble learning 基于数据增强和可解释集成学习的堤防管涌预测模型

Engineering Failure Analysis

IF5.7

2025-09-30

PREAI

Xi Zhang; Yangyang Xia; Chao Zhang; Bokai Liu; Cuixia Wang; Hongyuan Fang; Jing Wang

An Archimedes Optimization Algorithm Based Extreme Gradient Boosting Model for Predicting the Bending Strength of UV Cured Glass Fiber Reinforced Polymer Composites 基于阿基米德优化算法的极端梯度提升模型，用于预测紫外光固化玻璃纤维增强聚合物复合材料的弯曲强度

Polymer Composites

IF4.7

2025-09-05

PREAI

Xi Zhang; Yangyang Xia; Chao Zhang; Cuixia Wang; Bokai Liu; Hongyuan Fang

Explainable Artificial Intelligence (XAI) for Material Design and Engineering Applications: A Quantitative Computational Framework 可解释人工智能(XAI)在材料设计与工程应用中的定量计算框架

INTERNATIONAL JOURNAL OF MECHANICAL SYSTEM DYNAMICS

IF3.6

2025-05-20

OAAI

Bokai Liu; Pengju Liu; Weizhuo Lu; Thomas Olofsson

The Effect of Air Void on the Laboratory Properties of Polyurethane Mixtures 空气孔隙对聚氨酯混合料实验室性能的影响

COATINGS

IF2.8

2025-02-14

OAAI

Zhou, Yunhao; Ma, Shijie; Gan, Chenghua; Wang, Wenjian; Yu, Peihan; Zheng, Xiangzhuo; Zhang, Peiyu; Liu, Bokai; Zhao, Haisheng

Stochastic interpretable machine learning based multiscale modeling in thermal conductivity of Polymeric graphene-enhanced composites

COMPOSITE STRUCTURES

IF7.1

2024-01-01

PREAI

Liu, Bokai; Lu, Weizhuo; Olofsson, Thomas; Zhuang, Xiaoying; Rabczuk, Timon

Multi-scale modeling in thermal conductivity of Polyurethane incorporated with Phase Change Materials using Physics-Informed Neural Networks

RENEWABLE ENERGY

IF9.1

2024-01-01

OAAI

Liu, Bokai; Wang, Yizheng; Rabczuk, Timon; Olofsson, Thomas; Lu, Weizhuo

Data-driven quantitative analysis of an integrated open digital ecosystems platform for user-centric energy retrofits: A case study in northern Sweden 以用户为中心的能源改造的综合开放数字生态系统平台的数据驱动定量分析: 瑞典北部的案例研究

TECHNOLOGY IN SOCIETY

IF12.5

2023-11-01

OAAI

Liu, Bokai; Penaka, Santhan Reddy; Lu, Weizhuo; Feng, Kailun; Rebbling, Anders; Olofsson, Thomas

Prediction of bending strength of glass fiber reinforced methacrylate-based pipeline UV-CIPP rehabilitation materials based on machine learning

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

IF7.4

2023-10-01

PREAI

Xia, Yangyang; Zhang, Chao; Wang, Cuixia; Liu, Hongjin; Sang, Xinxin; Liu, Ren; Zhao, Peng; An, Guanfeng; Fang, Hongyuan; Shi, Mingsheng; Li, Bin; Yuan, Yiming; Liu, Bokai

Al-DeMat: A web-based expert system platform for computationally expensive models in materials design

ADVANCES IN ENGINEERING SOFTWARE

IF5.7

2023-02-01

PREAI

Liu, Bokai; Vu-Bac, Nam; Zhuang, Xiaoying; Lu, Weizhuo; Fu, Xiaolong; Rabczuk, Timon

Stochastic full-range multiscale modeling of thermal conductivity of Polymeric carbon nanotubes composites: A machine learning approach

COMPOSITE STRUCTURES

IF7.1

2022-06-01

PREAI

Liu, Bokai; Vu-Bac, Nam; Zhuang, Xiaoying; Fu, Xiaolong; Rabczuk, Timon

Surrogate models in machine learning for computational stochastic multi-scale modelling in composite materials design

INTERNATIONAL JOURNAL OF HYDROMECHATRONICS

IF6.7

2022-01-01

PREAI

Liu, Bokai; Lu, Weizhuo

A stochastic multiscale method for the prediction of the thermal conductivity of Polymer nanocomposites through hybrid machine learning algorithms 通过混合机器学习算法预测聚合物纳米复合材料导热系数的随机多尺度方法

COMPOSITE STRUCTURES

IF7.1

2021-10-01

PREAI

Liu, Bokai; Nam Vu-Bac; Rabczuk, Timon

Stochastic multiscale modeling of heat conductivity of Polymeric clay nanocomposites

MECHANICS OF MATERIALS

IF4.1

2020-03-01

PREAI

Liu, Bokai; Nam Vu-Bac; Zhuang, Xiaoying; Rabczuk, Timon

Managing Crystallization of CsPbI2Br Films for High-Performance Indoor and Outdoor Photovoltaics 管理CsPbI₂Br薄膜的结晶以实现高性能室内外光伏器件

ACS Applied Materials & Interfaces

IF0

PREAI

Fazheng Qiu; Jiayi Sun; Qi Li; Bokai Liu; Hai-Qiao Wang

研究方向