Classification of sentiment reviews using n-gram machine learning approach
Tripathy, Abinash, Agrawal, Ankit, Rath, Santanu Kumar
Published in Expert systems with applications (15.09.2016)
Published in Expert systems with applications (15.09.2016)
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Journal Article
Enhancing materials property prediction by leveraging computational and experimental data using deep transfer learning
Jha, Dipendra, Choudhary, Kamal, Tavazza, Francesca, Liao, Wei-keng, Choudhary, Alok, Campbell, Carelyn, Agrawal, Ankit
Published in Nature communications (22.11.2019)
Published in Nature communications (22.11.2019)
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Journal Article
A general-purpose machine learning framework for predicting properties of inorganic materials
Ward, Logan, Agrawal, Ankit, Choudhary, Alok, Wolverton, Christopher
Published in npj computational materials (26.08.2016)
Published in npj computational materials (26.08.2016)
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Journal Article
Localized Surface Plasmon Resonance in Semiconductor Nanocrystals
Agrawal, Ankit, Cho, Shin Hum, Zandi, Omid, Ghosh, Sandeep, Johns, Robert W, Milliron, Delia J
Published in Chemical reviews (28.03.2018)
Published in Chemical reviews (28.03.2018)
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Journal Article
Recent advances and applications of deep learning methods in materials science
Choudhary, Kamal, DeCost, Brian, Chen, Chi, Jain, Anubhav, Tavazza, Francesca, Cohn, Ryan, Park, Cheol Woo, Choudhary, Alok, Agrawal, Ankit, Billinge, Simon J. L., Holm, Elizabeth, Ong, Shyue Ping, Wolverton, Chris
Published in npj computational materials (05.04.2022)
Published in npj computational materials (05.04.2022)
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Journal Article
Cross-property deep transfer learning framework for enhanced predictive analytics on small materials data
Gupta, Vishu, Choudhary, Kamal, Tavazza, Francesca, Campbell, Carelyn, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Published in Nature communications (15.11.2021)
Published in Nature communications (15.11.2021)
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Journal Article
ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition
Jha, Dipendra, Ward, Logan, Paul, Arindam, Liao, Wei-keng, Choudhary, Alok, Wolverton, Chris, Agrawal, Ankit
Published in Scientific reports (04.12.2018)
Published in Scientific reports (04.12.2018)
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Journal Article
Deep learning approaches for mining structure-property linkages in high contrast composites from simulation datasets
Yang, Zijiang, Yabansu, Yuksel C., Al-Bahrani, Reda, Liao, Wei-keng, Choudhary, Alok N., Kalidindi, Surya R., Agrawal, Ankit
Published in Computational materials science (01.08.2018)
Published in Computational materials science (01.08.2018)
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Journal Article
Establishing structure-property localization linkages for elastic deformation of three-dimensional high contrast composites using deep learning approaches
Yang, Zijiang, Yabansu, Yuksel C., Jha, Dipendra, Liao, Wei-keng, Choudhary, Alok N., Kalidindi, Surya R., Agrawal, Ankit
Published in Acta materialia (01.03.2019)
Published in Acta materialia (01.03.2019)
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Journal Article
A predictive machine learning approach for microstructure optimization and materials design
Liu, Ruoqian, Kumar, Abhishek, Chen, Zhengzhang, Agrawal, Ankit, Sundararaghavan, Veera, Choudhary, Alok
Published in Scientific reports (23.06.2015)
Published in Scientific reports (23.06.2015)
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Journal Article
Enabling deeper learning on big data for materials informatics applications
Jha, Dipendra, Gupta, Vishu, Ward, Logan, Yang, Zijiang, Wolverton, Christopher, Foster, Ian, Liao, Wei-keng, Choudhary, Alok, Agrawal, Ankit
Published in Scientific reports (19.02.2021)
Published in Scientific reports (19.02.2021)
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Journal Article
S1122 Development and Validation of a Machine Learning Risk-Prediction Model for In-Hospital Mortality from Clostridiodes Difficile in Patients with Inflammatory Bowel Disease: National Inpatient Sample-Based Study
Bhagat, Umesh, Kumar, Prabhat NA, Agrawal, Ankit, Achkar, Jean-Paul
Published in The American journal of gastroenterology (01.10.2024)
Published in The American journal of gastroenterology (01.10.2024)
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Journal Article
Influence of Shape on the Surface Plasmon Resonance of Tungsten Bronze Nanocrystals
Mattox, Tracy M, Bergerud, Amy, Agrawal, Ankit, Milliron, Delia J
Published in Chemistry of materials (11.03.2014)
Published in Chemistry of materials (11.03.2014)
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Journal Article
The Interplay of Shape and Crystalline Anisotropies in Plasmonic Semiconductor Nanocrystals
Kim, Jongwook, Agrawal, Ankit, Krieg, Franziska, Bergerud, Amy, Milliron, Delia J
Published in Nano letters (08.06.2016)
Published in Nano letters (08.06.2016)
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Journal Article