139 citations
- Xiamen UniversityCN5 papers
- Fujian Normal UniversityCN4 papers
- Anhui UniversityCN1 paper
- Atlanta University CenterUS1 paper
- Collaborative Innovation Center of Chemistry for Energy MaterialsCN1 paper
- Cornell UniversityUS1 paper
- Emerson (United States)US1 paper
- Emory UniversityUS1 paper
- National University of SingaporeSG1 paper
- SP Technology (South Korea)KR1 paper
- Tsinghua UniversityCN1 paper
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10 papers
Stabilizing Single-Atom Catalysts on Metastable Phases of Transition Metal Dichalcogenides
Lina Wang, Zhenhai Wen, Guangfu Luo
Single-atom catalysts have attracted significant attention due to their exceptional atomic utilization and high efficiency in a range of catalytic reactions. However, these systems…
Revealing the molecular structures of a-Al2O3(0001)-water interface by machine learning based computational vibrational spectroscopy
Xianglong Du, Weizhi Shao, Chenglong Bao +3
Solid-water interfaces are crucial to many physical and chemical processes and are extensively studied using surface-specific sum-frequency generation (SFG) spectroscopy. To establ…
Tell machine learning potentials what they are needed for: Simulation-oriented training exemplified for glycine
Fuchun Ge, Ran Wang, Chen Qu +6
Machine learning potentials (MLPs) are widely applied as an efficient alternative way to represent potential energy surfaces (PES) in many chemical simulations. The MLPs are often…
Four-Dimensional-Spacetime Atomistic Artificial Intelligence Models
Fuchun Ge, Lina Zhang, Yi-Fan Hou +3
We demonstrate that AI can learn atomistic systems in the four-dimensional (4D) spacetime. For this, we introduce the 4D-spacetime GICnet model which for the given initial conditio…
Energy-conserving molecular dynamics is not energy conserving
Lina Zhang, Yi-Fan Hou, Fuchun Ge +1
Molecular dynamics (MD) is a widely-used tool for simulating the molecular and materials properties. It is a common wisdom that molecular dynamics simulations should obey physical…
Microwave Amplification in a PT -symmetric-like Cavity Magnomechanical System
Hua Jin, Zhi-Bo Yang, Jing-Wen Jin +3
We propose a scheme that can generate tunable magnomechanically induced amplification in a double-cavity parity-time-(PT -) symmetric-like magnomechanical system under a strong con…