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Sukriti Manna

argonne national laboratory

20H-index
98Paper Count
1.6KCitation Count
Published Papers 37
Publication Date
Interface and Thermophysical Properties of R32 Refrigerant
err2026-06-10
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errOAAI
errAbibat Adekoya-Olowofela; Sukriti Manna; Subramanian KRS Sankaranarayanan
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Machine Learning an Ab-Initio Based Bond-Order Potential for Bismuthene
err2026-03-15
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PREAI
errPartha Sarathi Dutta; Aditya Koneru; Adil Muhammed; Henry Chan; Karthik Balasubramanian; Sukriti Manna; Troy Loeffler; Kiran Sasikumar; Pierre Darancet; Subramanian K. R. S. Sankaranarayanan
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Development and assessment of hierarchical multi-reward reinforcement learning based potential for silicene with state-of-the-art models
err2025-05-27
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errOAAI
errAditya Koneru; Partha Sarathi Dutta; Adil Muhammed; Henry Chan; Karthik Balasubramanian; Sukriti Manna; Kiran Sasikumar; Pierre Darancet; Subramanian K.R.S. Sankaranarayanan
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Kelvin Probe Force Microscopy Imaging of Plasticity in Hydrogenated Perovskite Nickelate Multilevel Neuromorphic Devices
err2025-02-11
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PREAI
errDey, T; Lai, XY; Manna, S; Patel, K; Patel, RK; Bisht, RS; Zhou, Y; Shah, S; Andrei, EY; Sankaranarayanan, SKRS; Kuzum, D; Schuman, C; Ramanathan, S
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Machine learning enabled discovery of superhard and ultrahard carbon polymorphs
err2025-01-01
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PREAI
errBalasubramanian, Karthik; Manna, Sukriti; Banik, Suvo; Srinivasan, Srilok; Batra, Rohit; Sankaranarayanan, Subramanian
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Data driven insights into the characteristics of wide bandgap semiconductors in 2D materials
err2025-01-01
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PREAI
errBalasubramanian, Karthik; Manna, Sukriti; Sankaranarayanan, Subramanian K. R. S.
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Machine Learning a Simple Interpretable Short-Range Potential for Silica
err2024-09-16
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PREAI
errKoneru, Aditya; Chan, Henry; Manna, Sukriti; Banik, Suvo; Molinero, Valeria; Sankaranarayanan, Subramanian K. R. S.
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Active and Transfer Learning of High-Dimensional Neural Network Potentials for Transition Metals
err2024-04-09
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PREAI
errVarughese, Bilvin; Manna, Sukriti; Loeffler, Troy D.; Batra, Rohit; Cherukara, Mathew J.; Sankaranarayanan, Subramanian K. R. S.
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Evaluating generalized feature importance via performance assessment of machine learning models for predicting elastic properties of materials
err2024-03-01
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PREAI
errBanik, Suvo; Balasubramanian, Karthik; Manna, Sukriti; Derrible, Sybil; Sankaranarayananan, Subramanian K. R. S.
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Subnanometer Scale Mapping of Hydrogen Doping in Vanadium Dioxide
err2024-02-05
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errOAAI
errPofelski, Alexandre; Jia, Haili; Deng, Sunbin; Yu, Haoming; Park, Tae Joon; Manna, Sukriti; Chan, Maria K. Y.; Sankaranarayanan, Subramanian K. R. S.; Ramanathan, Shriram; Zhu, Yimei
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Infrared Nanoimaging of Hydrogenated Perovskite Nickelate Memristive Devices
err2024-01-10
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errOAAI
errGamage, Sampath; Manna, Sukriti; Zajac, Marc; Hancock, Steven; Wang, Qi; Singh, Sarabpreet; Ghafariasl, Mahdi; Yao, Kun; Tiwald, Tom E.; Park, Tae Joon; Landau, David P.; Wen, Haidan; Sankaranarayanan, Subramanian K. R. S.; Darancet, Pierre; Ramanathan, Shriram; Abate, Yohannes
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Understanding structure-processing relationships in metal additive manufacturing via featurization of microstructural images
err2024-01-01
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errOAAI
errSanpui, Dipayan; Chandra, Anirban; Manna, Sukriti; Dutta, Partha Sarathi; Chan, Maria K. Y.; Chan, Henry; Sankaranarayanan, Subramanian K. R. S.
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Understanding and control of Zener pinning via phase field and ensemble learning
err2023-10-01
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errOAAI
errManna, Sukriti; Chan, Henry; Ghosh, Avishek; Chakrabarti, Tamoghna; Sankaranarayanan, Subramanian K. R. S.
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A Continuous Action Space Tree search for INverse desiGn (CASTING) framework for materials discovery
err2023-09-30
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errOAAI
errBanik, Suvo; Loefller, Troy; Manna, Sukriti; Chan, Henry; Srinivasan, Srilok; Darancet, Pierre; Hexemer, Alexander; Sankaranarayanan, Subramanian K. R. S.
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Multi-reward reinforcement learning based development of inter-atomic potential models for silica
err2023-07-18
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errOAAI
errKoneru, Aditya; Chan, Henry; Manna, Sukriti; Loeffler, Troy D.; Dhabal, Debdas; Bertolazzo, Andressa A.; Molinero, Valeria; Sankaranarayanan, Subramanian K. R. S.
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Elastemp-A workflow to compute the quasi-harmonic temperature dependent elastic constants of materials
err2023-06-01
err8
errOAAI
errBalasubramanian, Karthik; Manna, Sukriti; Sankaranarayanan, Subramanian K. R. S.
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Machine-learning of piezoelectric coefficients for wurtzite crystals
err2023-05-31
err3
PREAI
errManna, Sukriti; Wang, Mingyuan; Barbu, Adrian; Ciobanu, Cristian V. V.
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Selective area doping for Mott neuromorphic electronics
err2023-03-17
err25
errOAAI
errDeng, Sunbin; Yu, Haoming; Park, Tae Joon; Islam, A. N. M. Nafiul; Manna, Sukrit; Pofelski, Alexandre; Wang, Qi; Zhu, Yimei; Sankaranarayanan, Subramanian K. R. S.; Sengupta, Abhronil; Ramanathan, Shriram
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CEGANN: Crystal Edge Graph Attention Neural Network for multiscale classification of materials environment
err2023-02-16
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errOAAI
errBanik, Suvo; Dhabal, Debdas; Chan, Henry; Manna, Sukriti; Cherukara, Mathew; Molinero, Valeria; Sankaranarayanan, Subramanian K. R. S.
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Complex Oxides for Brain-Inspired Computing: A Review
err2022-11-30
err34
errOAAI
errPark, Tae Joon; Deng, Sunbin; Manna, Sukriti; Islam, A. N. M. Nafiul; Yu, Haoming; Yuan, Yifan; Fong, Dillon D.; Chubykin, Alexander A.; Sengupta, Abhronil; Sankaranarayanan, Subramanian K. R. S.; Ramanathan, Shriram
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