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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Haichao Li

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Jul 2026

Revealing Crystallization Mechanism of Gallium Arsenide by Machine Learning Molecular Dynamics Simulation.

Due to its characteristics of high electron mobility, moderate band gap, excellent radiation resistance, and high-frequency performance, gallium arsenide (GaAs) is widely used as an important semiconductor material in microelectronics and optoelectronics. Here, we systematically investigated the crystallization mechani...

Hongbin Zhang, Zijun Meng, Haichao Li et al. · 0 citations
Jul 2026

DynStabNet: A Deep Learning Framework for Fast Dynamical Stability Prediction of Crystal Structures.

DynStabNet is designed as a fast surrogate model to accelerate the prescreening of candidate structures prior to subsequent MLIP- or DFT-based phonon validation, and achieves an accuracy of 97% while reducing the evaluation time per structure from several hours to approximately 1 ms.

Haichao Li, Zian Chen, Tao He et al. · 0 citations
Aug 2026

A Toolset-First Paradigm Based on Large Language Model and Agent via Model Context Protocol for Intelligent Computation.

This work proposes a toolset-first paradigm for intelligent computation that decouples the tools from the agents via the model context protocol (MCP), and constructs four MCP servers, HEA-MCP, VASP-MCP, LAMMPS-MCP, and OpenClaw-MCP.

Jin Zhao, Haichao Li, Tao He et al. · 0 citations

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