Browsing by Author Roy, Diptendu Sinha

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Showing results 1 to 19 of 19
Issue DateTitleAuthor(s)
2023Artificially Intelligent Nanogap for Rapid DNA Sequencing: A Machine Learning Aided Quantum Tunneling ApproachJena, Milan Kumar; Roy, Diptendu Sinha; Mittal, Sneha; Pathak, Biswarup
2024Conformal active learning-aided screening of ligand-protected Cu-nanoclusters for CO2 reduction reactionsRoy, Diptendu Sinha; Das, Amit K.; Pathak, Biswarup
2023Energy level alignments between organic and inorganic layers in 2D layered perovskites: conjugation vs. substituentMahal, Eti; Mandal, Shyama Charan; Roy, Diptendu Sinha; 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
2022Machine Learning Aided Interpretable Approach for Single Nucleotide-Based DNA Sequencing using a Model NanoporeJena, Milan Kumar; Roy, Diptendu Sinha; Pathak, Biswarup
2022Machine Learning Assisted Exploration of High Entropy Alloy-Based Catalysts for Selective CO2 Reduction to MethanolRoy, Diptendu Sinha; Mandal, Shyama Charan; Pathak, Biswarup
2024Machine learning-based screening of Mn-PNP catalysts for the CO2 reduction reaction using a region-wise ligand-encoded feature matrixDas, Amitabha; Roy, Diptendu Sinha; Mandal, Shyama Charan; Pathak, Biswarup
2021Machine Learning-Driven High-Throughput Screening of Alloy-Based Catalysts for Selective CO2Hydrogenation to MethanolRoy, Diptendu Sinha; Mandal, Shyama Charan; Pathak, Biswarup
2023Machine learning-driven prediction of band-alignment types in 2D hybrid perovskitesMahal, Eti; Roy, Diptendu Sinha; Manna, Surya Sekhar; Pathak, Biswarup
2025Machine Learning-Driven Screening of Atomically Precise Pure Metal Nanoclusters for Oxygen ReductionBharadwaj, Nishchal Rajiv; Roy, Diptendu Sinha; Das, Amit; Pathak, Biswarup
2024Machine Learning-Enhanced Screening of Single-Atom Alloy Clusters for Nitrogen Reduction ReactionDas, Arunendu; Roy, Diptendu Sinha; Das, Amit K.; Pathak, Biswarup
2024Metal-Free Electrocatalytic Alkaline Water Splitting by Porous Macrocyclic Proton SpongesRoy, Diptendu Sinha; Pathak, Biswarup
2022Role of Fluxionality and Metastable Isomers in the ORR Activity: A Case StudySharma, Rahul; Nair, Akhil S.; Bharadwaj, Nishchal Rajiv; Roy, Diptendu Sinha; Pathak, Biswarup
2022A Route Map of Machine Learning Approaches in Heterogeneous CO2Reduction ReactionRoy, Diptendu Sinha; Das, Amit; Manna, Souvik; Pathak, Biswarup
2023Silver Nanoparticle-Decorated Defective Zr-Based Metal-Organic Frameworks for Efficient Electrocatalytic Carbon Dioxide Reduction with Ultrahigh Mass ActivityRoy, Diptendu Sinha; Pathak, Biswarup
2025Stable Dimer Intermediates during Intercluster Reactions of Atomically Precise NanoclustersRoy, Diptendu Sinha; Pathak, Biswarup
2021Synthesis of 1-indolyl-3,5,8-substituted γ-carbolines: one-pot solvent-free protocol and biological evaluationDudhe, Premansh; Krishnan, Mena Asha; Yadav, Kratika; Roy, Diptendu Sinha; Pathak, Biswarup; Chelvam, Venkatesh
2024Unlocking the efficiency of nonaqueous Li-air batteries through the synergistic effect of dual metal site catalysts: an interpretable machine learning approachBharadwaj, Nishchal Rajiv; Manna, Surya Sekhar; Jena, Milan Kumar; Roy, Diptendu Sinha; Pathak, Biswarup
2023Unravelling CO2 Reduction Reaction Intermediates on High Entropy Alloy Catalysts: An Interpretable Machine Learning Approach To Establish Scaling RelationsRoy, Diptendu Sinha; Charan Mandal, Shyama; Das, Amitabha; Pathak, Biswarup