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Shruti Venkatram

university of minnesota system

10H-index
17Paper Count
959Citation Count
Published Papers 8
Publication Date
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PolyGraphPy: A unified Python framework for atomistic simulation and machine learning-driven polymer design
errComputational Materials Science
IF3.3
err2026-09-01
err0
PREAI
errDuarte, Joao G. C. S.; Venkatram, Shruti; Cencer, Morgan; Dumitrica, Traian; dos Santos, Ketson R. M.
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Conductivity prediction model for ionic liquids using machine learning
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-06-07
err16
PREAI
errDatta, R.; Ramprasad, R.; Venkatram, S.
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errSave
In silico active learning for small molecule properties
errMOLECULAR SYSTEMS DESIGN & ENGINEERING
IF3.2
err2022-01-01
err8
PREAI
errSchneider, Ludwig; Schwarting, Marcus; Mysona, Joshua; Liang, Heyi; Han, Ming; Rauscher, Phillip M.; Ting, Jeffrey M.; Venkatram, Shruti; Ross, Richard B.; Schmidt, K. J.; Blaiszik, Ben; Foster, Ian; de Pablo, Juan J.
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errSave
Predicting Crystallization Tendency of Polymers Using Multifidelity Information Fusion and Machine Learning
errJOURNAL OF PHYSICAL CHEMISTRY B
IF2.9
err2020-06-15
err39
PREAI
errVenkatram, Shruti; Batra, Rohit; Chen, Lihua; Kim, Chiho; Shelton, Madeline; Ramprasad, Rampi
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errSave
A Deep Learning Solvent-Selection Paradigm Powered by a Massive Solvent/Nonsolvent Database for Polymers
errMACROMOLECULES
IF5.2
err2020-06-11
err56
PREAI
errChandrasekaran, Anand; Kim, Chiho; Venkatram, Shruti; Ramprasad, Rampi
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errSave
Critical Assessment of the Hildebrand and Hansen Solubility Parameters for Polymers
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2019-09-23
err165
PREAI
errVenkatram, Shruti; Kim, Chiho; Chandrasekaran, Anand; Ramprasad, Rampi
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errSave
Electrochemical Stability Window of Polymeric Electrolytes
errCHEMISTRY OF MATERIALS
IF7
err2019-05-28
err107
PREAI
errChen, Lihua; Venkatram, Shruti; Kim, Chiho; Batra, Rohit; Chandrasekaran, Anand; Ramprasad, Rampi
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errSave
Effect of Crystallinity on Li Adsorption in Polyethylene Oxide
errCHEMISTRY OF MATERIALS
IF7
err2018-12-02
err28
PREAI
errDas, Deya; Chandrasekaran, Anand; Venkatram, Shruti; Ramprasad, Rampi
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errSave

Research Directions

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Co-authors
Cooperation Journals
I
Ian Foster
H-index: 124 · Papers: 1.4K
J
Juan Pablo
H-index: 114 · Papers: 3.2K
R
Rampi Ramprasad
H-index: 71 · Papers: 477
B
Ben Blaiszik
H-index: 37 · Papers: 149
T
Traian Dumitrică
H-index: 36 · Papers: 194
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