Jianbin Xu

Multi-objective and cross-scale inverse design of temperature-control materials via physics-constrained machine learning

Dongliang Ding, Minhao Zou, Ruoyu Huang, Ting Liang et autres

Abstract Temperature-control materials, notably composite phase-change materials (CPCMs), show great potential for the thermal management of next-generation power electronics. However, the synergistic optimization of multiple performance metrics still relies heavily on Edisonian trial-and-error experimentation. Herein, we present an artificial intelligence framework that …

hk, cn (code pays fourni par la source)

Sulfonium-Ligand-Regulated Crystallization Interfacial Dynamics Enables Near-Infrared Perovskite Light-Emitting Diodes with 27% EQE

Xinwen Sun, Junwei Li, Ting Liang, Dayou Liu et autres

Abstract Despite the rapid evolution of perovskite light-emitting diodes (PeLEDs), achieving high brightness while mitigating efficiency roll-off remains a significant challenge, primarily arising from grain-size-induced Auger recombination and imbalanced carrier injection. Here, we demonstrate an interfacial engineering strategy by using dimethylphenethylsulfonium iodide …

cn, hk (code pays fourni par la source)

NEP89: universal neuroevolution potential for inorganic and organic materials across 89 elements

Ting Liang, Ke Xu, Eric Lindgren, Zherui Chen et autres

hk, cn, se, fi, il, us, gb (code pays fourni par la source)

K+-free mica-assisted epitaxy of Bi-based chalcogenide and oxychalcogenide single-crystals

Tiange Zhao, Xiu Liu, Xun Ge, Shikun Duan et autres

A material family that intrinsically hosts topological, high-mobility semiconducting and ferroelectric properties offers a platform for exploring new physical phenomena and advancing next-generation electronics and optoelectronics. Bismuth-based chalcogenides and oxychalcogenides are especially promising in this context due to their compositionally tunable functionalities. …

cn, pl (code pays fourni par la source)

Accurate Modeling of Interfacial Thermal Transport in van der Waals Heterostructures via Hybrid Machine Learning and Registry-Dependent Potentials

H. Bu, Ting Liang, Penghua Ying, Zheyong Fan et autres

Abstract Two-dimensional transition metal dichalcogenides (TMDs) exhibit remarkable thermal anisotropy due to their strong intralayer covalent bonding and weak interlayer van der Waals (vdW) interactions. However, accurately modeling their thermal transport properties remains a significant challenge, primarily due to the computational limitations …

us, cn, hk, il (code pays fourni par la source)

Agridoctor: A Multimodal Intelligent Assistant for Agriculture

Ming‐Qing Zhang, Zhao Xu, Rongji Li, Liang Wang et autres

Accurate crop disease diagnosis is critical for sustainable agriculture and global food security. Existing unimodal methods, such as image-based classifiers and detectors, struggle to integrate agricultural knowledge and support interactive understanding. Recent advances in large language models (LLMs) and vision-language models (LVLMs) …

cn, us (code pays fourni par la source)

Dataset and models supporting "NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements"

Ting Liang, Ke Xu, Eric Lindgren, Zherui Chen et autres

Description This repository contains the dataset, source code, demonstration files, and fine-tuning workflows for NEP89, a universal Neuroevolution Potential (NEP) foundation model covering 89 elements across the periodic table, as described in Liang et al., "NEP89: Universal neuroevolution potential for inorganic and …

hk, cn, se, fi, il, us (code pays fourni par la source)

Dataset and models supporting "NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements"

Ting Liang, Ke Xu, Eric Lindgren, Zherui Chen et autres

Description This repository contains the dataset, source code, demonstration files, and fine-tuning workflows for NEP89, a universal Neuroevolution Potential (NEP) foundation model covering 89 elements across the periodic table, as described in Liang et al., "NEP89: Universal neuroevolution potential for inorganic and …

hk, cn, se, fi, il, us (code pays fourni par la source)

Dataset and models supporting "NEP89: Universal neuroevolution potential for inorganic and organic materials across 89 elements"

Ting Liang, Ke Xu, Eric Lindgren, Zherui Chen et autres

Description This repository contains the dataset, source code, demonstration files, and fine-tuning workflows for NEP89, a universal Neuroevolution Potential (NEP) foundation model covering 89 elements across the periodic table, as described in Liang et al., "NEP89: Universal neuroevolution potential for inorganic and …

hk, cn, se, fi, il, us (code pays fourni par la source)

Physics‐Aware Reconfigurable Optical Logic Computing Scheme Through Light Feature Co‐Encoding

Lei Tong, Langlang Xu, Gaochen Yang, Xinyu Huang et autres

ABSTRACT Optical computing offers a transformative approach for ultrafast, high‐throughput, and energy‐efficient information processing. However, most existing paradigms—whether on‐chip or free‐space—face a critical trade‐off: the pursuit of hardware reconfigurability and scalability through precise device structural design inherently compromises the unique properties that …

hk, cn (code pays fourni par la source)

Yield‐Stress Composite Fluids With High Thermal Conductivity and Tunable Rheology via Hierarchical Filler Architecture

Shujun Cai, Jianfeng Fan, Jiahui Wang, Yabiao Ma et autres

ABSTRACT Yield‐stress fluid can reversibly transform between the rigidity of a solid and the fluidity of a liquid, providing mechanical adaptability for its reprocessing and long‐term stability. For thermal management applications, however, this adaptability must be coupled with high thermal conductivity—an objective …

cn, hk (code pays fourni par la source)

Author Correction: Scaled crystalline antimony ohmic contacts for two-dimensional transistors

Mingyi Du, Weisheng Li, Guangkai Xiong, Chunsong Zhao et autres

cn, bd, hk (code pays fourni par la source)