A Route Map of Machine Learning Approaches in Heterogeneous CO2 Reduction Reaction D Roy, A Das, S Manna, B Pathak The Journal of Physical Chemistry C 127 (2), 871-881, 2023 | 9 | 2023 |
Capacity prediction of K-ion batteries: a machine learning based approach for high throughput screening of electrode materials S Manna, D Roy, S Das, B Pathak Materials Advances 3 (21), 7833-7845, 2022 | 9 | 2022 |
Molecular dynamics-machine learning approaches for the accurate prediction of electrochemical windows of ionic liquid electrolytes for dual-ion batteries SS Manna, S Manna, B Pathak Journal of Materials Chemistry A 11 (40), 21702-21712, 2023 | 8 | 2023 |
Machine learning prediction of the transmission function for protein sequencing with graphene nanoslit S Mittal, S Manna, B Pathak ACS Applied Materials & Interfaces 14 (46), 51645-51655, 2022 | 8 | 2022 |
Metal-solvent interaction contribution on voltage for metal ion battery: An interpretable machine learning approach S Manna, SS Manna, S Das, B Pathak Electrochimica Acta 467, 143148, 2023 | 4 | 2023 |
Machine Learning Assisted Screening of MXene with Superior Anchoring Effect in Al–S Batteries S Manna, A Das, S Das, B Pathak ACS Materials Letters 6 (2), 572-582, 2024 | 3 | 2024 |
Unlocking the Potential of Dual-Ion Batteries: Identifying Polycyclic Aromatic Hydrocarbon Cathodes and Intercalating Salt Combinations through Machine Learning S Das, S Manna, B Pathak ACS Applied Materials & Interfaces 15 (47), 54520-54529, 2023 | 3 | 2023 |
Decoding Both DNA and Methylated DNA Using a MXene-Based Nanochannel Device: Supervised Machine-Learning-Assisted Exploration S Mittal, S Manna, MK Jena, B Pathak ACS Materials Letters 5 (6), 1570-1580, 2023 | 3 | 2023 |
Artificial intelligence aided recognition and classification of DNA nucleotides using MoS 2 nanochannels S Mittal, S Manna, MK Jena, B Pathak Digital Discovery 2 (5), 1589-1600, 2023 | 2 | 2023 |
Integrated Supervised and Unsupervised Machine Learning Approach to Map the Electrochemical Windows Over 4500 Solvents for Battery Applications S Manna, SS Manna, B Pathak ACS Applied Materials & Interfaces, 2024 | | 2024 |
Lithiophilic Dibenzamide Linkages to Impart Lithium Storage Capacity in Porous Polybenzamides S Karak, H Singh, A Biswas, S Paul, S Manna, Y Nishiyama, B Pathak, ... Journal of the American Chemical Society, 2024 | | 2024 |