Haochen Mu - Publications, H-index & Citations

Haochen Mu

School of Mechanical and Power Engineering

9H指数

25论文数

511被引数

收录论文 12

发表时间

Knowledge-intensive detection framework for unsupervised lack of fusion monitoring in wire-arc additive manufacturing via an acoustic-electric-coupled operator learning

Journal of Intelligent Manufacturing

IF7.4

2026-07-27

PREAI

Fengshuo Liu; Haochen Mu; Donghong Ding; Jianping Zhao; Xiaowei Wang

Graph Neural Operator: A DeepONet-Based Framework for Learning Thermo-Mechanical Distortion in Metallic Additive Manufacturing 图神经网络算子：一种基于DeepONet的框架，用于学习金属增材制造中的热-力变形

Additive Manufacturing

IF11.1

2025-12-23

PREAI

Zhonghao Chen; Haochen Mu; Zhao Zhang; Lei Yuan; Donghong Ding; Hongtao Zhu; Ninshu Ma; Zengxi Pan

Physics-informed machine learning-based real-time long-horizon temperature fields prediction in metallic additive manufacturing 基于物理信息机器学习的金属增材制造实时长时域温度场预测

COMMUNICATIONS ENGINEERING

IF0

2025-09-29

OAAI

Tian, Mingxuan; Mu, Haochen; Liu, Tao; Li, Mengjiao; Ding, Donghong; Zhao, Jianping

A physics-informed machine learning approach for temperature field prediction in metallic additive manufacturing 一种基于物理信息的机器学习方法，用于金属增材制造中的温度场预测

Journal of Industrial Information Integration

IF11.6

2025-06-24

PREAI

Zhonghao Chen; Haochen Mu; Fengyang He; Lei Yuan; Hongtao Zhu; Ninshu Ma; Zengxi Pan

Fabricating complex parts through optimizing weld bead geometry in WAAM: A comparative study of surface tension transfer and cold metal transfer

JOURNAL OF MANUFACTURING PROCESSES

IF6.8

2024-12-01

PREAI

He, Fengyang; Yuan, Lei; Mu, Haochen; Ros, Montserrat; Ding, Donghong; Li, Huijun; Pan, Zengxi

A digital shadow approach for enhancing process monitoring in wire arc additive manufacturing using sensor fusion

JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION

IF11.6

2024-07-01

OAAI

Mu, Haochen; He, Fengyang; Yuan, Lei; Commins, Philip; Ding, Donghong; Pan, Zengxi

Integrating human expertise to optimize the fabrication of parts with complex geometries in WAAM 整合人类专业知识以优化WAAM中具有复杂几何形状的零件的制造

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2024-06-01

PREAI

He, Fengyang; Yuan, Lei; Mu, Haochen; Ros, Montserrat; Ding, Donghong; Li, Huijun; Pan, Zengxi

Online distortion simulation using generative machine learning models: A step toward digital twin of metallic additive manufacturing 使用生成式机器学习模型进行在线失真仿真: 迈向金属增材制造数字孪生的一步

JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION

IF11.6

2024-03-01

OAAI

Mu, Haochen; He, Fengyang; Yuan, Lei; Hatamian, Houman; Commins, Philip; Pan, Zengxi

High-Frequency Real-Time Bead Geometry Measurement in Wire Arc Additive Manufacturing Based on Welding Signals

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2024-01-01

PREAI

Mu, Haochen; He, Fengyang; Yuan, Lei; Commins, Philip; Xu, Jing; Pan, Zengxi

Research and application of artificial intelligence techniques for wire arc additive manufacturing: a state-of-the-art review 电弧增材制造人工智能技术的研究与应用: 最新进展

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2023-08-01

PREAI

He, Fengyang; Yuan, Lei; Mu, Haochen; Ros, Montserrat; Ding, Donghong; Pan, Zengxi; Li, Huijun

Toward a smart wire arc additive manufacturing system: A review on current developments and a framework of digital twin 走向智能电弧增材制造系统: 当前发展和数字孪生框架的回顾

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2023-04-01

PREAI

Mu, Haochen; He, Fengyang; Yuan, Lei; Commins, Philip; Wang, Hongmin; Pan, Zengxi

Layer-by-layer model-based adaptive control for wire arc additive manufacturing of thin-wall structures

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2022-03-10

OAAI

Mu, Haochen; Polden, Joseph; Li, Yuxing; He, Fengyang; Xia, Chunyang; Pan, Zengxi

研究方向