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R

Ronak Shoghi

Ruhr University Bochum

3H指数
12论文数
40被引数
收录论文 5
发表时间
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Diversity-aware batch-mode active learning for efficient sampling in data-driven constitutive modeling数据驱动本构建模中考虑多样性的批量模式主动学习高效采样方法
errComputational Materials Science
IF3.3
err2026-08-01
err0
PREAI
errShoghi, Ronak; Morand, Lukas; Helm, Dirk; Hartmaier, Alexander
err分享
err收藏
A machine learning-based constitutive model incorporating history-dependent features for cyclic plasticity基于机器学习的考虑历史相关特性的循环塑性本构模型
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-31
err0
errOAAI
errRonak Shoghi; Alexander Hartmaier
err分享
err收藏
A Workflow-Centric Approach to Generating FAIR Data Objects for Computationally Generated Microstructure-Sensitive Mechanical Data
errADVANCED ENGINEERING MATERIALS
IF3.3
err2024-11-14
err0
errOAAI
errShoghi, Ronak; Hartmaier, Alexander
err分享
err收藏
A machine learning constitutive model for plasticity and strain hardening of polycrystalline metals based on data from micromechanical simulations
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-04-11
err6
errOAAI
errShoghi, Ronak; Hartmaier, Alexander
err分享
err收藏
Optimizing machine learning yield functions using query-by-committee for support vector classification with a dynamic stopping criterion
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-02-12
err3
errOAAI
errShoghi, Ronak; Morand, Lukas; Helm, Dirk; Hartmaier, Alexander
err分享
err收藏

研究方向

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合作学者
合作期刊
A
Alexander Hartmaier
H 指数: 45 · 论文数: 245
D
Dirk Helm
H 指数: 17 · 论文数: 84
L
Lukas Morand
H 指数: 9 · 论文数: 43
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