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Rishi Gurnani
Rishi Gurnani
Director of Software & Algorithms
Bestätigte E-Mail-Adresse bei gatech.edu - Startseite
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Experimental characterization of the mechanical properties of 3D-printed ABS and polycarbonate parts
JT Cantrell, S Rohde, D Damiani, R Gurnani, L DiSandro, J Anton, ...
Rapid Prototyping Journal 23 (4), 811-824, 2017
6972017
Machine-learning predictions of polymer properties with Polymer Genome
H Doan Tran, C Kim, L Chen, A Chandrasekaran, R Batra, S Venkatram, ...
Journal of Applied Physics 128 (17), 2020
1952020
Experimental characterization of the shear properties of 3D–printed ABS and polycarbonate parts
S Rohde, J Cantrell, A Jerez, C Kroese, D Damiani, R Gurnani, ...
Experimental Mechanics 58, 871-884, 2018
972018
PolyG2G: A novel machine learning algorithm applied to the generative design of polymer dielectrics
R Gurnani, D Kamal, H Tran, H Sahu, K Scharm, U Ashraf, R Ramprasad
Chemistry of Materials 33 (17), 7008-7016, 2021
512021
Interpretable machine learning-based predictions of methane uptake isotherms in metal–organic frameworks
R Gurnani, Z Yu, C Kim, DS Sholl, R Ramprasad
Chemistry of Materials 33 (10), 3543-3552, 2021
482021
Polymer informatics at scale with multitask graph neural networks
R Gurnani, C Kuenneth, A Toland, R Ramprasad
Chemistry of Materials 35 (4), 1560-1567, 2023
372023
Advancement of optical methods in Experimental Mechanics
J Cantrell, S Rohde, D Damiani, R Gurnani, L Disandro, J Anton, A Young, ...
Proceedings of the 2016 Annual Conference on Experimental and Applied …, 2017
212017
Design of functional and sustainable polymers assisted by artificial intelligence
H Tran, R Gurnani, C Kim, G Pilania, HK Kwon, RP Lively, R Ramprasad
Nature Reviews Materials, 1-21, 2024
132024
AI-assisted discovery of high-temperature dielectrics for energy storage
R Gurnani, S Shukla, D Kamal, C Wu, J Hao, C Kuenneth, P Aklujkar, ...
Nature communications 15 (1), 6107, 2024
132024
P. Ifju Experimental characterization of the mechanical properties of 3D printed ABS and polycarbonate parts S. Yoshida, L. Lamberti, C. Sciammarella (Eds.), Advancement of …
J Cantrell, S Rohde, D Damiani, R Gurnani, L DiSandro, J Anton, A Young, ...
Springer, Cham, 2017
82017
Effect of Fluorine in Redesigning Energy-Storage Properties of High-Temperature Dielectric Polymers
AA Deshmukh, C Wu, O Yassin, L Chen, S Shukla, J Zhou, AR Khomane, ...
ACS Applied Materials & Interfaces 15 (40), 46840-46848, 2023
72023
Pendant Group Functionalization of Cyclic Olefin for High Temperature and High‐Density Energy Storage
S Shukla, C Wu, A Mishra, J Pan, AP Charnay, A Khomane, A Deshmukh, ...
Advanced Materials, 2402133, 2024
52024
Gas permeability, diffusivity, and solubility in polymers: Simulation-experiment data fusion and multi-task machine learning
BK Phan, KH Shen, R Gurnani, H Tran, R Lively, R Ramprasad
npj Computational Materials 10 (1), 186, 2024
42024
Experimental Characterization of the Mechanical Properties of 3D-Printed ABS
J Cantrell, S Rohde, D Damiani, R Gurnani, L DiSandro, J Anton, A Young, ...
42016
Identifying High-Performance Metal–Organic Frameworks for Low-Temperature Oxygen Recovery from Helium by Computational Screening
S Jamdade, R Gurnani, H Fang, SE Boulfelfel, R Ramprasad, DS Sholl
Industrial & Engineering Chemistry Research 62 (4), 1927-1935, 2023
32023
A physics-enforced neural network to predict polymer melt viscosity
A Jain, R Gurnani, A Rajan, HJ Qi, R Ramprasad
arXiv preprint arXiv:2409.05240, 2024
12024
Polymer Composites Informatics for Flammability, Thermal, Mechanical and Electrical Property Predictions
H Tran, C Kim, R Gurnani, O Hvidsten, J DeSimpliciis, R Ramprasad, ...
arXiv preprint arXiv:2412.08407, 2024
2024
Polymer designs for high energy density applications with high dielectric strength and dielectric constant at high temperature
R Ramprasad, R Gurnani
US Patent App. 18/513,017, 2024
2024
Author Correction: Gas permeability, diffusivity, and solubility in polymers: simulation-experiment data fusion and multi-task machine learning
BK Phan, KH Shen, R Gurnani, H Tran, R Lively, R Ramprasad
2024
A Novel Artificial Intelligence Platform Applied to the Generative Design of Polymer Dielectrics
R Gurnani, D Kamal, H Tran, R Ramprasad
APS March Meeting Abstracts 2021, C60. 003, 2021
2021
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