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Browsing by Author Manna, Souvik

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Showing results 1 to 13 of 13
Issue DateTitleAuthor(s)
2023Artificial intelligence aided recognition and classification of DNA nucleotides using MoS2 nanochannelsMittal, Sneha; Manna, Souvik; Jena, Milan Kumar; Pathak, Biswarup
2023Decoding Both DNA and Methylated DNA Using a MXene-Based Nanochannel Device: Supervised Machine-Learning-Assisted ExplorationMittal, Sneha; Manna, Souvik; Jena, Milan Kumar; Pathak, Biswarup
2024Harnessing the Potential of Machine Learning to Optimize the Activity of Cu-Based Dual Atom Catalysts for CO2 Reduction ReactionDas, Amit; Roy, Diptendu Sinha; Manna, Souvik; Pathak, Biswarup
2024Integrated Supervised and Unsupervised Machine Learning Approach to Map the Electrochemical Windows Over 4500 Solvents for Battery ApplicationsManna, Souvik; Manna, Surya Sekhar; Pathak, Biswarup
2024Integration of Density Functional Theory and Machine Learning for Electrolyte Optimization in High-Voltage Dual-Ion Battery DesignPaul, Poulami; Das, Sandeep; Manna, Souvik; Manna, Surya Sekhar; Pathak, Biswarup
2024Lithiophilic Dibenzamide Linkages to Impart Lithium Storage Capacity in Porous PolybenzamidesManna, Souvik; Pathak, Biswarup
2024Machine Learning Assisted Screening of MXene with Superior Anchoring Effect in Al-S BatteriesManna, Souvik; Das, Amitabha; Das, Sandeep; Pathak, Biswarup
2022Machine Learning Prediction of the Transmission Function for Protein Sequencing with Graphene NanoslitMittal, Sneha; Manna, Souvik; Pathak, Biswarup
2023Metal-solvent interaction contribution on voltage for metal ion battery: An interpretable machine learning approachManna, Souvik; Manna, Surya Sekhar; Das, Sandeep; Pathak, Biswarup
2023Molecular dynamics-machine learning approaches for the accurate prediction of electrochemical windows of ionic liquid electrolytes for dual-ion batteriesManna, Surya Sekhar; Manna, Souvik; Pathak, Biswarup
2022A Route Map of Machine Learning Approaches in Heterogeneous CO2Reduction ReactionRoy, Diptendu Sinha; Das, Amit; Manna, Souvik; Pathak, Biswarup
2023Unlocking the Potential of Dual-Ion Batteries: Identifying Polycyclic Aromatic Hydrocarbon Cathodes and Intercalating Salt Combinations through Machine LearningDas, Sandeep; Manna, Souvik; Pathak, Biswarup
2025Utilizing Machine Learning to Advance Battery Materials Design: Challenges and ProspectsManna, Souvik; Paul, Poulami; Manna, Surya Sekhar; Das, Sandeep; Pathak, Biswarup
Showing results 1 to 13 of 13