Runze Mao

24 papers A 1C 2Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A unified foundational framework for knowledge injection and evaluation of Large Language Models in Combustion Science.
CoRR
Zonglin Yang, Runze Mao, Tianhao Wu, Han Li, Qingguo Zhou, Zhi X. Chen
2026 J jnl
DFODE-Kit: Deep learning package for solving flame chemical kinetics with high-dimensional stiff ordinary differential equations.
Comput. Phys. Commun.
Han Li, Ke Xiao, Yangchen Xu, Haoze Zhang, Zhenyi Chen, Runze Mao, Zhi X. Chen
2026 J jnl
Full-Stack Domain Enhancement for Combustion LLMs: Construction and Optimization.
CoRR
Quanjia Xiao, Weimin Ouyang, Zonglin Yang, Tianhao Wu, Qingguo Zhou, Runze Mao, Zhi X. Chen
2026 J jnl
Physics and Data Cooperative Modeling in Transportation Cyber-Physical System: Review and Perspectives.
IEEE Trans. Ind. Informatics
Tongtong Wang, Runze Mao, Guoyuan Li, Jinhua She, Houxiang Zhang
2026 J jnl
Towards LLM-enabled autonomous combustion research: A literature-aware agent for self-corrective modeling workflows.
CoRR
Ke Xiao, Haoze Zhang, Runze Mao, Han Li, Zhi X. Chen
2025 C conf
A Dual-Exponential EKF Framework with Bayesian Optimization for Lithium-Ion Battery Remaining Useful Life Prediction.
INDIN
Ning Yuan, Runze Mao, Peihua Han, Weiqian Xu, Yuanjiang Li, Houxiang Zhang
2025 J jnl
A Systematic Survey of Digital Twin Applications: Transferring Knowledge From Automotive and Aviation to Maritime Industry.
IEEE Trans. Intell. Transp. Syst.
Runze Mao, Yuanjiang Li, Guoyuan Li, Hans Petter Hildre, Houxiang Zhang
2025 J jnl
Benchmarking neural surrogates on realistic spatiotemporal multiphysics flows.
CoRR
Runze Mao, Rui Zhang, Xuan Bai, Tianhao Wu, Teng Zhang, Zhenyi Chen, Minqi Lin, Bocheng Zeng, Yangchen Xu, Yingxuan Xiang, Haoze Zhang, Shubham Goswami, Pierre A. Dawe, Yifan Xu, Zhenhua An, Mengtao Yan, Xiaoyi Lu, Yi Wang, Rongbo Bai, Haobu Gao, Xiaohang Fang, Han Li, Hao Sun, Zhi X. Chen
2025 A conf
Deep Learning-Enabled Supercritical Flame Simulation at Detailed Chemistry and Real-Fluid Accuracy Towards Trillion-Cell Scale.
SC
Zhuoqiang Guo, Runze Mao, Lijun Liu, Guangming Tan, Weile Jia, Zhi X. Chen
2025 J jnl
Deep Learning-Enabled Supercritical Flame Simulation at Detailed Chemistry and Real-Fluid Accuracy Towards Trillion-Cell Scale.
CoRR
Zhuoqiang Guo, Runze Mao, Lijun Liu, Guangming Tan, Weile Jia, Zhi X. Chen
2025 J jnl
DeepFlame 2.0: A new version for fully GPU-native machine learning accelerated reacting flow simulations under low-Mach conditions.
Comput. Phys. Commun.
Runze Mao, Xinyu Dong, Xuan Bai, Ziheng Wu, Guanlin Dang, Han Li, Zhi X. Chen
2025 J jnl
Novel Matching Algorithm for Effective Drone Detection and Identification by Radio Feature Extraction.
Inf.
Teng Wu, Yan Du, Runze Mao, Hui Xie, Shengjun Wei, Changzhen Hu
2025 J jnl
OmniInfer: System-Wide Acceleration Techniques for Optimizing LLM Serving Throughput and Latency.
CoRR
Jun Wang, Yunxiang Yao, Wenwei Kuang, Runze Mao, Zhenhao Sun, Zhuang Tao, Ziyang Zhang, Dengyu Li, Jiajun Chen, Zhili Wang, Kai Cui, Congzhi Cai, Longwen Lan, Ken Zhang
2025 J jnl
Price-aware debiased learning model for recommendation.
Neural Networks
Jiajin Wu, Bo Yang, Qianyang Zhu, Runze Mao, Qing Li
2025 — conf
The Application of Eye-Tracking Technology in the Maritime Industry: A Brief Review.
RCAR
Yutong Qian, Runze Mao, Yuanjiang Li, Guoyuan Li, Houxiang Zhang
2024 — conf
A Comprehensive Analysis of LNG-powered and Battery-powered Ships in Current Maritime Operations.
RCAR
Runze Mao, Yuanjiang Li, Kai Liu, Jingfeng Liu, Xu Cheng, Houxiang Zhang
2024 J jnl
DACA: A domain adaptive fault diagnosis approach with class-aware based on cross-domain extreme imbalance data.
Expert Syst. Appl.
Yuanjiang Li, Ying Zhu, Yang Yu, Runze Mao, Linchang Ye, Yun Liu, Ruochen Liu, Tao Lang, Jinglin Zhang
2024 J jnl
Enhancing Low-Resource NLP by Consistency Training With Data and Model Perturbations.
IEEE ACM Trans. Audio Speech Lang. Process.
Xiaobo Liang, Runze Mao, Lijun Wu, Juntao Li, Min Zhang, Qing Li
2024 J jnl
MGT: Multi-Granularity Transformer leveraging multi-level relation for sequential recommendation.
Expert Syst. Appl.
Yihu Zhang, Bo Yang, Runze Mao, Qing Li
2024 J jnl
Popularity-aware sequential recommendation with user desire.
Expert Syst. Appl.
Jiajin Wu, Bo Yang, Runze Mao, Qing Li
2023 J jnl
An integrated framework for accelerating reactive flow simulation using GPU and machine learning models.
CoRR
Runze Mao, Yingrui Wang, Min Zhang, Han Li, Jiayang Xu, Xinyu Dong, Yan Zhang, Zhi X. Chen
2023 C conf
Digital Twin-Based Research in the Maritime Industry: A Brief Survey.
IECON
Runze Mao, Yuanjiang Li, Houxiang Zhang
2021 J jnl
A Survey of Eye Tracking in Automobile and Aviation Studies: Implications for Eye-Tracking Studies in Marine Operations.
IEEE Trans. Hum. Mach. Syst.
Runze Mao, Guoyuan Li, Hans Petter Hildre, Houxiang Zhang
2020 J jnl
Visual Attention Assessment for Expert-in-the-Loop Training in a Maritime Operation Simulator.
IEEE Trans. Ind. Informatics
Guoyuan Li, Runze Mao, Hans Petter Hildre, Houxiang Zhang