activity
20222025
most citedGeometry-enhanced graph neural network for learning the smoothness of glassy dynamics from static structure

15 citations · 15 across the 7 of their papers we have counts for

collaborators

7 papers

cond-mat.mtrl-sci2025

Breaking the Sabatier Principle by Dynamic Adsorption-Desorption Decoupling in Electrocatalytic Hydrogen Evolution

Zi-Xuan Yang, Lei Li, Tao Huang +5

The Sabatier principle establishes a fundamental trade-off in heterogeneous electrocatalysis.In the hydrogen evolution reaction (HER), this trade-off is manifested by the coupling…

cond-mat.mtrl-sci2025

Active-Spin-State-Derived Descriptor for Hydrogen Evolution Reaction Catalysis

Yu Tan, Lei Li, Zi-Xuan Yang +7

Spin states are pivotal in modulating the electrocatalytic activity of transition-metal (TM)-based compounds, yet quantitatively evaluating the activity-spin state correlation rema…

cond-mat.mtrl-sci2025

Electronic origin of stability of 2D 1H-phase Janus transition metal dichalcogenides and beyond

Lei Li, Ji-Chun Lian, Zi-Xuan Yang +8

Janus transition metal dichalcogenides (JTMDs) monolayers have emerged as a new paradigm to broaden the family of two-dimensional (2D) materials. Despite numerous theoretical predi…

physics.app-ph2024

Doping-free Janus homojunction solar cell with efficiency exceeding 23%

Lei Li, Zi-Xuan Yang, Tao Huang +6

Photovoltaic solar cell is one of the main renewable energy sources, and its power conversion efficiency (PCE) is improved by employing doping or heterojunction to reduce the photo…

physics.app-ph2024

Symmetry-breaking-induced giant Stark effect in 2D Janus materials

Jiang-Yu Lu, Wu-Yu Chen, Lei Li +6

Symmetry breaking generally induce exotic physical properties, particularly for low-dimensional materials. Herein we demonstrate that symmetry breaking induces a giant Stark effect…

cond-mat.mtrl-sci2023

Correlation between spin state and activity for hydrogen evolution

Tao Zhang, Lei Li, Tao Huang +6

Spin plays a key role in physical and chemical reactions, such as oxygen evolution and hydrogen evolution reactions (OER/HER); but the spin-activity correlation has remained unclea…

cond-mat.dis-nn2022★ 15 cited

Geometry-enhanced graph neural network for learning the smoothness of glassy dynamics from static structure

Xiao Jiang, Zean Tian, Kenli Li

Understanding the dynamic processes of the glassy system continues to be challenging. Recent advances have shown the power of graph neural networks (GNNs) for determining the corre…