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Zongrui Pei

New York University

H指数:27

被引数:3,389

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Machine learning for high-entropy catalysts: methods and applications

机器学习在高熵催化剂中的应用：方法与应用

Journal of Materials Science

IF3.9

2026-09-280

PRE

Quantum and Hybrid Machine-Learning Models for Materials-Science Tasks

量子与混合机器学习模型用于材料科学任务

Advanced Quantum Technologies

IF4.3

2026-02-140

PRE

Can chemical short-range order be transformed into a practical alloy-engineering tool?

Current Opinion in Solid State and Materials Science

IF13.4

2026-01-210

PRE

Corrigendum to “Atomic-scale characterization of the precipitates in a Mg-Gd-Y-Zn-Mn alloy using scanning transmission electron microscopy” [Vacuum 207 (2023) 1–8 111668]

勘误：“Mg-Gd-Y-Zn-Mn合金中析出相的原子尺度表征：使用扫描透射电子显微镜” [Vacuum 207 (2023) 1–8 111668]

IF3.9

2026-01-010

PRE

Revealing nanostructures in high-entropy alloys via machine-learning accelerated scalable Monte Carlo simulation

通过机器学习加速的可扩展蒙特卡罗模拟揭示高熵合金中的纳米结构

npj Computational Materials

IF11.9

2025-08-200

OA

Comparative Study of the Ansätze in Quantum Language Models

量子语言模型中的Ansätze比较研究

Advanced Quantum Technologies

IF4.3

2025-07-180

PRE

Language models for materials discovery and sustainability: Progress, challenges, and opportunities

材料发现与可持续性领域的语言模型：进展、挑战与机遇

PROGRESS IN MATERIALS SCIENCE

IF40

2025-06-090

PRE

Rigorous computation of short-range order unifies its controversial effects in complex concentrated alloys

ACTA MATERIALIA

IF9.3

2025-03-011

PRE

Computer-aided drug discovery: From traditional simulation methods to language models and quantum computing

计算机辅助药物发现：从传统模拟方法到语言模型和量子计算

CELL REPORTS PHYSICAL SCIENCE

IF7.3

2024-12-014

OA

Designing complex concentrated alloys with quantum machine learning and language modeling

IF17.5

2024-10-010

PRE

Towards the holistic design of alloys with large language models

NATURE REVIEWS MATERIALS

IF86.2

2024-09-120

PRE

Cooperative dislocations for pressure-dependent sequential deformation of multi-principal element alloys under shock loading

休克载荷下多主元合金压力相关顺序变形的协同位错

ACTA MATERIALIA

IF9.3

2024-09-010

PRE

Machine Learning-Enabled Tomographic Imaging of Chemical Short-Range Atomic Ordering

化学近程原子有序化的机器学习层析成像

ADVANCED MATERIALS

IF26.8

2024-08-121

OAAI

Understanding the effect of refractory metal chemistry on the stacking fault energy and mechanical property of Cantor-based multi-principal element alloys

INTERNATIONAL JOURNAL OF PLASTICITY

IF12.8

2024-08-013

PRE

Synergistic Effect of Lattice Distortion and Random On-Site Energies in 2D Materials

JOURNAL OF PHYSICAL CHEMISTRY C

IF3.2

2024-03-130

PRE

Connecting the mechanical properties of magnesium and high-entropy alloys

JOURNAL OF ALLOYS AND COMPOUNDS

IF6.3

2023-12-011

PRE

Nanoscale fluctuation of stacking fault energy strengthens multi-principal element alloys

JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

IF14.3

2023-09-012

PRE

Data-driven discovery of a formation prediction rule on high-entropy ceramics

ACTA MATERIALIA

IF9.3

2023-07-0114

OA

Toward the design of ultrahigh-entropy alloys via mining six million texts (vol 14, 54, 2023)

NATURE COMMUNICATIONS

IF15.7

2023-06-160

OAAI

Theory-guided design of high-entropy alloys with enhanced strength-ductility synergy

NATURE COMMUNICATIONS

IF15.7

2023-05-0213

OAAI