2024

Peng, Xiang-Long ; Fathidoost, Mozhdeh ; Lin, Binbin ; Yang, Yangyiwei ; Xu, Bai-Xiang (2024)
What can machine learning help with microstructure-informed materials modeling and design?
In: MRS Bulletin
doi: 10.1557/s43577-024-00797-4
Artikel, Bibliographie

2023

Chen, Xing ; Lin, Binbin ; Schuster, Miriam ; Chen, Suwen ; Xu, Bai-Xiang ; Schneider, Jens (2023)
Effect of moisture on the delamination properties of fractured PVB-laminated glass: A joint experimental and numerical study.
In: Composite Structures, 322
doi: 10.1016/j.compstruct.2023.117381
Artikel, Bibliographie

Lin, Binbin (2023)
Data-driven Analysis of Microstructure-Property Relation in Functional Materials.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00024475
Dissertation, Erstveröffentlichung, Verlagsversion

Lin, Binbin ; Medghalchi, Setareh ; Korte-Kerzel, Sandra ; Xu, Bai-Xiang (2023)
A Machine Learning Enabled Image‐data‐driven End‐to‐end Mechanical Field Predictor For Dual‐Phase Steel.
In: PAMM - Proceedings in Applied Mathematics and Mechanics, 22 (1)
doi: 10.1002/pamm.202200110
Artikel, Bibliographie

2022

Santos, David A. ; Rezaei, Shahed ; Zhang, Delin ; Luo, Yuting ; Lin, Binbin ; Balakrishna, Ananya R. ; Xu, Bai-Xiang ; Banerjee, Sarbajit (2022)
Chemistry–mechanics–geometry coupling in positive electrode materials: a scale-bridging perspective for mitigating degradation in lithium-ion batteries through materials design.
In: Chemical Science
doi: 10.1039/D2SC04157J
Artikel, Bibliographie

Santos, David A. ; Andrews, Justin L. ; Lin, Binbin ; Jesus, Luis R. de ; Luo, Yuting ; Pas, Savannah ; Gross, Michelle A. ; Carillo, Luis ; Stein, Peter ; Ding, Yun ; Xu, Bai-Xiang ; Banerjee, Sarbajit (2022)
Multivariate hyperspectral data analytics across length scales to probe compositional, phase, and strain heterogeneities in electrode materials.
In: Patterns
doi: 10.1016/j.patter.2022.100634
Artikel, Bibliographie

Lin, Binbin ; Emami, Nima ; Santos, David A. ; Luo, Yuting ; Banerjee, Sarbajit ; Xu, Bai-Xiang (2022)
A deep learned nanowire segmentation model using synthetic data augmentation.
In: npj Computational Materials, 8 (1)
doi: 10.1038/s41524-022-00767-x
Artikel, Bibliographie

Lin, Binbin ; Auernhammer, Julia ; Schäfer, Jan-Lukas ; Meckel, Tobias ; Stark, Robert ; Biesalski, Markus ; Xu, Bai-Xiang (2022)
Humidity influence on mechanics of paper materials: joint numerical and experimental study on fiber and fiber network scale.
In: Cellulose, 29 (2)
doi: 10.1007/s10570-021-04355-y
Artikel, Bibliographie

2021

Zhou, Xiandong ; Yang, Yangyiwei ; Bharech, Somnath ; Lin, Binbin ; Schröder, Jörg ; Xu, Bai-Xiang (2021)
3D-multilayer simulation of microstructure and mechanical properties of porous materials by selective sintering.
In: GAMM-Mitteilungen, 44 (4)
doi: 10.1002/gamm.202100017
Artikel, Bibliographie

Reimuth, Christoph ; Lin, Binbin ; Yang, Yangyiwei ; Stein, Peter ; Zhou, Xiandong ; Xu, Bai-Xiang (2021)
Chemo-mechanical study of dislocation mediated ion diffusion in lithium-ion battery materials.
In: Journal of Applied Physics, 130 (3)
doi: 10.1063/5.0049502
Artikel, Bibliographie

Auernhammer, Julia ; Keil, Tom ; Lin, Binbin ; Schäfer, Jan-Lukas ; Xu, Bai-Xiang ; Biesalski, Markus ; Stark, Robert W. (2021)
Mapping humidity-dependent mechanical properties of a single cellulose fibre.
In: Cellulose, 28 (13)
doi: 10.1007/s10570-021-04058-4
Artikel, Bibliographie

2020

Lin, Binbin ; Bai, Yang ; Xu, Bai-Xiang (2020)
Data-driven microstructure sensitivity study of fibrous paper materials.
In: Materials and design, 197
doi: 10.1016/j.matdes.2020.109193
Artikel, Bibliographie