Concepedia

Yuan Tian

YT

Statistics

Publications

11

Citations

427

H-Index

10

Active since

2019

Affiliations

Xi'an Jiaotong University(Current)

Los Alamos National Laboratory

Shanghai University

Yuan Tian is an author at Xi'an Jiaotong University specializing in engineering, machine learning, and materials science.

Top concepts

EngineeringMachine LearningMaterial ScienceData ScienceComputer ScienceArtificial IntelligenceData MiningMicrostructureRobot LearningKnowledge Discovery

Publications per year

2019–2025

11

Publications

11

Machine learning assisted multi-objective optimization for materials processing parameters: A case study in Mg alloy

Yifei Chen, Yuan Tian, Yumei Zhou et al. · Journal of Alloys and Compounds · 2020 · 104 citations

Materials Science, Model Optimization, Engineering +10

Accelerated Search for BaTiO<sub>3</sub>‐Based Ceramics with Large Energy Storage at Low Fields Using Machine Learning and Experimental Design

Ruihao Yuan, Yuan Tian, Dezhen Xue et al. · Advanced Science · 2019 · 88 citations · Full text

Determining Multi‐Component Phase Diagrams with Desired Characteristics Using Active Learning

Yuan Tian, Ruihao Yuan, Dezhen Xue et al. · Advanced Science · 2020 · 50 citations · Full text

MLMD: a programming-free AI platform to predict and design materials

Jiaxuan Ma, Bin Cao, Shuya Dong et al. · npj Computational Materials · 2024 · 47 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Role of uncertainty estimation in accelerating materials development via active learning

Yuan Tian, Ruihao Yuan, Dezhen Xue et al. · Journal of Applied Physics · 2020 · 42 citations

Artificial Intelligence, Materials Development, Engineering +15

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