Mengge Du

According to our database, Mengge Du authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Generative Discovery of Partial Differential Equations by Learning from Math Handbooks.

Hao Xu, Yuntian Chen, Rui Cao, Tianning Tang, Mengge Du, Jian Li, Adrian H. Callaghan, Dongxiao Zhang

CoRR, May, 2025

2024

Discovery of Green's function based on symbolic regression with physical hard constraints.

Jianghang Gu, Mengge Du, Yuntian Chen, Shiyi Chen

CoRR, 2024

LLM4ED: Large Language Models for Automatic Equation Discovery.

Mengge Du, Yuntian Chen, Zhongzheng Wang, Longfeng Nie, Dongxiao Zhang

CoRR, 2024

2023

AutoKE: An Automatic Knowledge Embedding Framework for Scientific Machine Learning.

Mengge Du, Yuntian Chen, Dongxiao Zhang

IEEE Trans. Artif. Intell., December, 2023

A knowledge-based data-driven (KBDD) framework for all-day identification of cloud types using satellite remote sensing.

Longfeng Nie, Yuntian Chen, Mengge Du, Changqi Sun, Dongxiao Zhang

CoRR, 2023

Physics-constrained robust learning of open-form PDEs from limited and noisy data.

Mengge Du, Longfeng Nie, Siyu Lou, Yuntian Chen, Dongxiao Zhang

CoRR, 2023

2022

DISCOVER: Deep identification of symbolic open-form PDEs via enhanced reinforcement-learning.

Mengge Du, Yuntian Chen, Dongxiao Zhang

CoRR, 2022

2021

The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021.

Dan Liu, Mengge Du, Xiaoxi Li, Yuchen Hu, Lirong Dai

Proceedings of the 18th International Conference on Spoken Language Translation, 2021

Cross Attention Augmented Transducer Networks for Simultaneous Translation.

Dan Liu, Mengge Du, Xiaoxi Li, Ya Li, Enhong Chen

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021