Akshay Iyer - Publications, H-index & Citations

Akshay Iyer

Northwestern University

17H指数

35论文数

849被引数

收录论文 9

发表时间

Uncertainty-aware mixed-variable machine learning for materials design

SCIENTIFIC REPORTS

IF3.9

2022-11-17

OAAI

Zhang, Hengrui; Chen, Wei(Wayne); Iyer, Akshay; Apley, Daniel W.; Chen, Wei

Data Centric Design: A New Approach to Design of Microstructural Material Systems

ENGINEERING

IF11.6

2022-03-01

OAAI

Chen, Wei; Iyer, Akshay; Bostanabad, Ramin

Featureless adaptive optimization accelerates functional electronic materials design

APPLIED PHYSICS REVIEWS

IF11.6

2020-11-06

OAAI

Wang, Yiqun; Iyer, Akshay; Chen, Wei; Rondinelli, James M.

Investigating the effect of surface modification on the dispersion process of polymer nanocomposites

NANOCOMPOSITES

IF3.7

2020-08-28

OAAI

Prasad, Aditya Shanker; Wang, Yixing; Li, Xiaolin; Iyer, Akshay; Chen, Wei; Brinson, L. Catherine; Schadler, Linda S.

A perspective on the data-driven design of polymer nanodielectrics

JOURNAL OF PHYSICS D-APPLIED PHYSICS

IF3.2

2020-06-09

PREAI

Schadler, L. S.; Chen, W.; Brinson, L. C.; Sundararaman, R.; Gupta, P.; Prabhune, P.; Iyer, A.; Wang, Y.; Shandilya, A.

Designing anisotropic microstructures with spectral density function

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2020-06-01

OAAI

Iyer, Akshay; Dulal, Rabindra; Zhang, Yichi; Ghumman, Umar Farooq; Chien, TeYu; Balasubramanian, Ganesh; Chen, Wei

Mining structure-property relationships in polymer nanocomposites using data driven finite element analysis and multi-task convolutional neural networks

MOLECULAR SYSTEMS DESIGN & ENGINEERING

IF3.2

2020-01-01

PREAI

Wang, Yixing; Zhang, Min; Lin, Anqi; Iyer, Akshay; Prasad, Aditya Shanker; Li, Xiaolin; Zhang, Yichi; Schadler, Linda S.; Chen, Wei; Brinson, L. Catherine

Data centric nanocomposites design via mixed-lvariable Bayesian optimization 基于混合变量贝叶斯优化的以数据为中心的纳米复合材料设计

MOLECULAR SYSTEMS DESIGN & ENGINEERING

IF3.2

2020-01-01

PREAI

Iyer, Akshay; Zhang, Yichi; Prasad, Aditya; Gupta, Praveen; Tao, Siyu; Wang, Yixing; Prabhune, Prajakta; Schadler, Linda S.; Brinson, L. Catherine; Chen, Wei

Composition and processing dependent miscibility of P3HT and PCBM in organic solar cells by coarse-grained molecular simulations

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2018-12-01

OAAI

Munshi, Joydeep; Ghumman, Umar Farooq; Iyer, Akshay; Dulal, Rabindra; Chen, Wei; Chien, TeYu; Balasubramanian, Ganesh

研究方向