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A

Akshay Iyer

Northwestern University

17H-index
35Paper Count
849Citation Count
Published Papers 9
Publication Date
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Uncertainty-aware mixed-variable machine learning for materials design
errSCIENTIFIC REPORTS
IF3.9
err2022-11-17
err8
errOAAI
errZhang, Hengrui; Chen, Wei(Wayne); Iyer, Akshay; Apley, Daniel W.; Chen, Wei
errShare
errSave
Data Centric Design: A New Approach to Design of Microstructural Material Systems
errENGINEERING
IF11.6
err2022-03-01
err23
errOAAI
errChen, Wei; Iyer, Akshay; Bostanabad, Ramin
errShare
errSave
Featureless adaptive optimization accelerates functional electronic materials design
errAPPLIED PHYSICS REVIEWS
IF11.6
err2020-11-06
err37
errOAAI
errWang, Yiqun; Iyer, Akshay; Chen, Wei; Rondinelli, James M.
errShare
errSave
Investigating the effect of surface modification on the dispersion process of polymer nanocomposites
errNANOCOMPOSITES
IF3.7
err2020-08-28
err20
errOAAI
errPrasad, Aditya Shanker; Wang, Yixing; Li, Xiaolin; Iyer, Akshay; Chen, Wei; Brinson, L. Catherine; Schadler, Linda S.
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errSave
A perspective on the data-driven design of polymer nanodielectrics
errJOURNAL OF PHYSICS D-APPLIED PHYSICS
IF3.2
err2020-06-09
err21
PREAI
errSchadler, L. S.; Chen, W.; Brinson, L. C.; Sundararaman, R.; Gupta, P.; Prabhune, P.; Iyer, A.; Wang, Y.; Shandilya, A.
errShare
errSave
Designing anisotropic microstructures with spectral density function
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2020-06-01
err29
errOAAI
errIyer, Akshay; Dulal, Rabindra; Zhang, Yichi; Ghumman, Umar Farooq; Chien, TeYu; Balasubramanian, Ganesh; Chen, Wei
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errSave
Mining structure-property relationships in polymer nanocomposites using data driven finite element analysis and multi-task convolutional neural networks
errMOLECULAR SYSTEMS DESIGN & ENGINEERING
IF3.2
err2020-01-01
err46
PREAI
errWang, Yixing; Zhang, Min; Lin, Anqi; Iyer, Akshay; Prasad, Aditya Shanker; Li, Xiaolin; Zhang, Yichi; Schadler, Linda S.; Chen, Wei; Brinson, L. Catherine
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errSave
Data centric nanocomposites design via mixed-lvariable Bayesian optimization
errMOLECULAR SYSTEMS DESIGN & ENGINEERING
IF3.2
err2020-01-01
err21
PREAI
errIyer, Akshay; Zhang, Yichi; Prasad, Aditya; Gupta, Praveen; Tao, Siyu; Wang, Yixing; Prabhune, Prajakta; Schadler, Linda S.; Brinson, L. Catherine; Chen, Wei
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errSave
Composition and processing dependent miscibility of P3HT and PCBM in organic solar cells by coarse-grained molecular simulations
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2018-12-01
err26
errOAAI
errMunshi, Joydeep; Ghumman, Umar Farooq; Iyer, Akshay; Dulal, Rabindra; Chen, Wei; Chien, TeYu; Balasubramanian, Ganesh
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errSave

Research Directions

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Co-authors
Cooperation Journals
L
Linda S. Schadler
H-index: 79 · Papers: 344
L
L. Catherine Brinson
H-index: 72 · Papers: 321
J
James M. Rondinelli
H-index: 70 · Papers: 583
陈伟 cover
陈伟 (Wei Chen)
H-index: 64 · Papers: 319
W
Wei Chen
H-index: 60 · Papers: 444
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