activity
20232026
most citedDPmoire: A tool for constructing accurate machine learning force fields in moiré systems

11 citations · 24 across the 8 of their papers we have counts for

collaborators

8 papers

cond-mat.mtrl-sci2026

A Catalogue of Topological Moiré Bands in Twisted Semiconductors

Jiaheng Li, Yan Zhang, Jiaxuan Liu +5

Twisted two-dimensional semiconductors provide a route to flat and topological moiré minibands, but systematic principles for organizing their material dependence have remained unc…

cond-mat.mtrl-sci2026

A Geometric Design Principle for Topological Phases in Twisted Triangular-Lattice Bilayers

Jiaheng Li, Jiaxuan Liu, Yan Zhang +3

Twisted van der Waals bilayers provide a versatile platform for moiré electronic states, yet a transferable symmetry-based principle for time-reversal-invariant moir…

cond-mat.mtrl-sci2025★ 1 cited

Chern-Selective multi-valley Flat Bands in Twisted Mono-Bilayer and Mono-Trilayer MoTe

Ziyue Qi, Hanqi Pi, Yan Zhang +6

The interplay between moiré flat bands originating from different valleys can give rise to a variety of exotic quantum phases. In this work, we investigate the electronic propertie…

cond-mat.mtrl-sci2025★ 6 cited

Materials discovery acceleration by using condition generative methodology

Caiyuan Ye, Yuzhi Wang, Xintian Xie +10

With the rapid advancement of AI technologies, generative models have been increasingly employed in the exploration of novel materials. By integrating traditional computational app…

cond-mat.mes-hall2024★ 11 cited

DPmoire: A tool for constructing accurate machine learning force fields in moiré systems

Jiaxuan Liu, Zhong Fang, Hongming Weng +1

In moiré systems, the impact of lattice relaxation on electronic band structures is significant, yet the computational demands of first-principles relaxation are prohibitively high…

cond-mat.mes-hall2024★ 1 cited

Universal Moiré-Model-Building Method without Fitting: Application to Twisted MoTe and WSe

Yan Zhang, Hanqi Pi, Jiaxuan Liu +8

We develop a comprehensive method to construct analytical continuum models for moiré systems directly from first-principle calculations without any parameter fitting. The core idea…

cond-mat.mes-hall2023★ 2 cited

Moiré Fractional Chern Insulators II: First-principles Calculations and Continuum Models of Rhombohedral Graphene Superlattices

Jonah Herzog-Arbeitman, Yuzhi Wang, Jiaxuan Liu +10

The experimental discovery of fractional Chern insulators (FCIs) in rhombohedral pentalayer graphene twisted on hexagonal boron nitride (hBN) has preceded theoretical prediction. S…

cond-mat.mes-hall2023★ 3 cited

Moiré Fractional Chern Insulators I: First-principles calculations and Continuum Models of Twisted Bilayer MoTe

Yujin Jia, Jiabin Yu, Jiaxuan Liu +6

Recent experiments observed fractional Chern insulators (FCI) in twisted bilayer MoTe at zero magnetic field, yet even the single-particle model of this material is controversi…