Search Results for author: Ju Li

Found 6 papers, 2 papers with code

Triple Point Topological Metals

1 code implementation16 May 2016 Ziming Zhu, Georg W. Winkler, QuanSheng Wu, Ju Li, Alexey A. Soluyanov

Topologically protected fermionic quasiparticles appear in metals, where band degeneracies occur at the Fermi level, dictated by the band structure topology.

Mesoscale and Nanoscale Physics

TeaNet: universal neural network interatomic potential inspired by iterative electronic relaxations

no code implementations2 Dec 2019 So Takamoto, Satoshi Izumi, Ju Li

A universal interatomic potential for an arbitrary set of chemical elements is urgently needed in computational materials science.

Electrochemically stable lithium-ion and electron insulators (LEIs) for solid-state batteries

1 code implementation Nano Research 2021 Kai Pei, So Yeon Kim, Ju Li

Rechargeable solid-state Li metal batteries demand ordered flows of Li-ions and electrons in and out of solid structures, with repeated waxing and waning of LiBCC phase near contact interfaces which gives rise to various electro-chemo-mechanical challenges.

1.5 million materials narratives generated by chatbots

no code implementations25 Aug 2023 Yang Jeong Park, Sung Eun Jerng, Jin-Sung Park, Choah Kwon, Chia-Wei Hsu, Zhichu Ren, Sungroh Yoon, Ju Li

The advent of artificial intelligence (AI) has enabled a comprehensive exploration of materials for various applications.

Language Modelling Large Language Model

Generative Model for Constructing Reaction Path from Initial to Final States

no code implementations19 Jan 2024 Akihide Hayashi, So Takamoto, Ju Li, Daisuke Okanohara

Given their inherent complexity and nonlinearity, even generating a initial guess of these paths remains a challenging problem.

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