Publications (46)
Accelerated Discovery of Materials with Extreme Work Functions through Uncertainty-Aware Multi-Fidelity Screening
Jun Meng, Ryan Jacobs, Rehan Kapadia +1
Work function plays a pivotal role in technologies ranging from energy conversion and electronics to catalysis. In this work, we integrated machine learning (ML) with multi-fidelit…
Criticality and Universality of Generalized Kuramoto Model
Zhongpu Qiu, Tianyi Wu, Sheng Fang +2
We explore synchronization transitions in even--dimensional generalized Kuramoto oscillators on both complete graphs and -dimensional lattices. In the globally coupled system…
Planetary climate interactions of the Qinghai-Tibetan Plateau
Ziyan Wang, Teng Liu, Shang Wang +10
The Qinghai-Tibetan Plateau (QTP), Earth's "Third Pole", profoundly shapes the Asian monsoon and regional climate and exerts far-reaching influence on the global climate system. Ye…
Universal Scaling of Gap Dynamics in Percolation
Sheng Fang, Qing Lin, Jun Meng +4
Percolation is a cornerstone concept in physics, providing crucial insights into critical phenomena and phase transitions. In this study, we adopt a kinetic perspective to reveal t…
LEO-RobotAgent: A General-purpose Robotic Agent for Language-driven Embodied Operator
Lihuang Chen, Xiangyu Luo, Jun Meng
We propose LEO-RobotAgent, a general-purpose language-driven intelligent agent framework for robots. Under this framework, LLMs can operate different types of robots to complete un…
Regional Greening as a `Positive' Tipping Phenomenon
Yu Sun, Teng Liu, Shang Wang +9
Earth system tipping elements have been predominantly investigated for their potential to trigger \textit{negative} ecological, climatic, and societal shifts. Yet, an overlooked bu…