Da Zheng

Dalian Institute of Chemical Physics — China

Computer Science · Physical Sciences

20h-index2.4kcitations93works1.52yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Graph Neural Networks(38), Graph Theory and Algorithms(30), Parallel Computing and Optimization Techniques(13), Topic Modeling(11), Advanced Data Storage Technologies(10)

Publications93 total

Combining Coarse-Grained Reactive Molecular Dynamics with an Enhanced-Sampling Method for MFI Zeolite Crystallization
Journal of Chemical Theory and Computation·2026
Exploring the Mutarotation Mechanism of Glucose in Solution Using Deep Learning Potential
The Journal of Physical Chemistry B·2026
Inverse CO <sub>2</sub> ‐C <sub>2</sub> H <sub>2</sub> Separation on the Low‐Silica CHA Zeolite Through Cooperative Cation and Gas Molecule Migration Mechanism
Angewandte Chemie·2025
Inverse CO <sub>2</sub> ‐C <sub>2</sub> H <sub>2</sub> Separation on the Low‐Silica CHA Zeolite Through Cooperative Cation and Gas Molecule Migration Mechanism
Angewandte Chemie International Edition·2025
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
arXiv (Cornell University)·2025Open Access
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
arXiv (Cornell University)·2025Open Access
dots.llm1 Technical Report
arXiv (Cornell University)·2025Open Access
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
2025· 4 cited
Efficiently transforming the spent LiNi1−x−yMnxCoyO2 into trifunctional electrocatalysts under neutral condition
Journal of Power Sources·2025· 3 cited
Recycling and regenerating of spent ternary cathode in lithium-ion battery via the corn straw-induced thermal reduction
Waste Management·2025· 5 cited
A trifunctional electrocatalyst of multi-component metal sulfide for methanol-assisted zinc-air batteries with enhanced energy efficiency
Journal of Alloys and Compounds·2025· 1 cited
Efficiently Re‐Utilizing the High‐Value Metals in the Spent LiNi<sub>1−x−y</sub>Mn<sub>x</sub>Co<sub>y</sub>O<sub>2</sub> for the Trifunctional Electrocatalysts by a Novel One‐Pot Method
Small·2025· 3 cited
Exploring the enantioselective synthesis mechanism of ammonium cations in solution using deep learning potential
Physical Chemistry Chemical Physics·2025· 1 citedOpen Access
A Multipole-Based Reactive Force Field for Hydrocarbons
Journal of Chemical Theory and Computation·2024· 1 cited
Revisit Orthogonality in Graph-Regularized MLPs
2024
GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications
2024· 3 citedOpen Access
Research on Intelligent Water Treatment Strategy based on DCS Control System
Journal of Physics Conference Series·2024· 1 citedOpen Access
GraphStorm: all-in-one graph machine learning framework for industry applications
arXiv (Cornell University)·2024Open Access
Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures
2024· 3 cited
RAP: Resource-aware Automated GPU Sharing for Multi-GPU Recommendation Model Training and Input Preprocessing
2024· 7 citedOpen Access
page 1 of 5Next →

Frequent Co-authors

George Karypis(19), Randal Burns(13), Minjie Wang(10), Zheng Zhang(10), Xiang Song(9), Joshua T Vogelstein(9), Carey E. Priebe(8), Zihao Ye(6), Quan Gan(6), Chao Ma(6), Disa Mhembere(6), Alexander S. Szalay(6), Christos Faloutsos(5), Xiang Song(5), Jinjing Zhou(4), Vassilis N. Ioannidis(4), Israt Nisa(4), Soji Adeshina(3), Jiafang Jian(3), Jianxin Wang(3)