Yoel Zimmermann; Adib Bazgir; Alexander Al-Feghali; Mehrad Ansari; Joshua Bocarsly; L Catherine Brinson; Yuan Chiang; Defne Circi; Min-Hsueh Chiu; Nathan Daelman; Matthew L Evans; Abhijeet S Gangan; Janine George; Hassan Harb; Ghazal Khalighinejad; Sartaaj Takrim Khan; Sascha Klawohn; Magdalena Lederbauer; Soroush Mahjoubi; Bernadette Mohr; Seyed Mohamad Moosavi; Aakash Naik; Aleyna Beste Ozhan; Dieter Plessers; Aritra Roy; Fabian Schöppach; Philippe Schwaller; Carla Terboven; Katharina Ueltzen; Yue Wu; Shang Zhu; Jan Janssen; Calvin Li; Ian Foster; Ben Blaiszik

A multiscale design method using interpretable machine learning for phononic materials with closely interacting scales

一种用于尺度紧密耦合的声子材料的多尺度设计方法，该方法采用可解释的机器学习技术

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2025-05-011

PRE

MaRDA FAIR materials microscopy and LIMS data working groups' community recommendations

MaRDA FAIR材料显微学与LIMS数据工作组社区建议

MRS BULLETIN

IF4.9

2025-04-010

ViscoNet: A lightweight FEA surrogate model for polymer nanocomposites viscoelastic response prediction

ViscoNet: 聚合物纳米复合材料粘弹性响应预测的轻量级FEA替代模型

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2025-01-010

PRE

Uncertainty quantification of acoustic metamaterial bandgaps with stochastic material properties and geometric defects

具有随机材料特性和几何缺陷的声学超材料带隙的不确定性量化

COMPUTERS & STRUCTURES

IF4.8

2024-12-010

PRE

Pushing AFM to the Boundaries: Interphase Mechanical Property Measurements near a Rigid Body

MACROMOLECULES

IF5.2

2024-11-150

PRE

Partnerships and collaboration drive innovative graduate training in materials informatics

SCIENCE ADVANCES

IF12.5

2024-05-030

OAAI

Design of Polymer Nanodielectrics for Capacitive Energy Storage

NANOMATERIALS

IF4.3

2023-08-226

OAAI

Applied machine learning as a driver for polymeric biomaterials design

应用机器学习作为聚合物生物材料设计的驱动力

NATURE COMMUNICATIONS

IF15.7

2023-08-1038

OAAI

Prediction of tensile performance for 3D printed photopolymer gyroid lattices using structural porosity, base material properties, and machine learning

使用结构孔隙率，基础材料特性和机器学习预测3D打印光聚合物gyroid晶格的拉伸性能

MATERIALS & DESIGN

IF7.9

2023-08-018

OAAI

Machine-Learning-Assisted Understanding of Polymer Nanocomposites Composition-Property Relationship: A Case Study of NanoMine Database

MACROMOLECULES

IF5.2

2023-05-239

OAAI

Community action on FAIR data will fuel a revolution in materials research

MRS BULLETIN

IF4.9

2023-03-2918

OAAI

14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon

Digital Discovery

IF5.6

2023-01-0155

OAAI

Jablonka, Kevin Maik; Ai, Qianxiang; Al-Feghali, Alexander; Badhwar, Shruti; Bocarsly, Joshua D.; Bran, Andres M.; Bringuier, Stefan; Brinson, L. Catherine; Choudhary, Kamal; Circi, Defne; Cox, Sam; de Jong, Wibe A.; Evans, Matthew L.; Gastellu, Nicolas; Genzling, Jerome; Gil, Maria Victoria; Gupta, Ankur K.; Hong, Zhi; Imran, Alishba; Kruschwitz, Sabine; Labarre, Anne; Lala, Jakub; Liu, Tao; Ma, Steven; Majumdar, Sauradeep; Merz, Garrett W.; Moitessier, Nicolas; Moubarak, Elias; Mourino, Beatriz; Pelkie, Brenden; Pieler, Michael; Ramos, Mayk Caldas; Rankovic, Bojana; Rodriques, Samuel G.; Sanders, Jacob N.; Schwaller, Philippe; Schwarting, Marcus; Shi, Jiale; Smit, Berend; Smith, Ben E.; Van Herck, Joren; Voelker, Christoph; Ward, Logan; Warren, Sean; Weiser, Benjamin; Zhang, Sylvester; Zhang, Xiaoqi; Zia, Ghezal Ahmad; Scourtas, Aristana; Schmidt, K. J.; Foster, Ian; White, Andrew D.; Blaiszik, Ben

Hierarchically structured bioinspired nanocomposites

层次结构的生物启发纳米复合材料

NATURE MATERIALS

IF38.5

2022-11-28229

PRE

L. Catherine Brinson

个人简介

教育背景

工作经历

荣誉奖项

研究方向