Publications

30. Decoding d- and l-Amino Acids: Data-Driven Recognition of Enantiomers and Post-Translational Modifications via Quantum Tunneling

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

J. Phys. Chem. Lett. 2026, 17, 11, 3127–3141  

29. Quantum-Transport Informed Machine Learning for Identifying Tobacco-Induced Regioisomeric DNA Adducts

Dipti Maurya, Sneha Mittal, Dyuti Chatterjee, and Biswarup Pathak 

Anal. Chem. 2026, 98 (8), 6065-6077

28. Unsupervised Clustering of DNA Transmission Footprints Using MoS2/WSe2 Heterojunction 

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

ACS Appl. Mater. Interfaces 2025, 17 (35), 49252–49260

27. Quantum Transport Informed Machine Learning Mapping of Current–Voltage Characteristics for Precision Deoxyribonucleic Acid Sequencing

Mohd Rashid, Milan Kumar Jena, Sneha Mittal, and Biswarup Pathak 

J. Phys. Chem. A 2025, 129 (39), 9084–9094 

Selected as Front Cover Page Article

26. Machine Learning Boosted Quantum-Profiling of Blood Antigens 

Dyuti Chatterjee, Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

J. Phys. Chem. Lett. 2025, 16 (31), 7824–7833 

25. Decoding Regioselectivity of Disaccharides Using Quantum Transport and Artificial Intelligence

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

ACS Appl. Eng. Mater. 2025, 3 (8), 2441–2454

24. Unlocking the 12-Letter Genetic Code: ML-Empowered Quantum Nanopore Base-Calling Even for DNA Isomers

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

ACS Appl. Nano Mater. 2025, 8 (23), 12065–12078

23. Machine Learning-Driven Quantum Sequencing of Natural and Chemically Modified DNA 

Dipti Maurya, Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

ACS Appl. Mater. Interfaces 2025, 17 (14), 20778–20789 

22. Hydrophosphanylation of Alkynes via Magnesium Complexes: Evidence for Ligand Dependency in Structure‐Activity Relationships

Darakshan Parveen, Sneha Mittal, Radhika Shrivas, Biswarup Pathak, 

Dipak Kumar Roy

Chem. Eur. J., e202500002

21. Machine Learning Recognition of Artificial DNA Sequence with Quantum Tunneling Nanogap Junction

Milan Kumar Jena, Sneha Mittal, and Biswarup Pathak 

J. Phys. Chem. B 2025, 129 (3), 853–865 

20. A hybrid supervised and unsupervised machine learning approach for identifying nucleoside drugs using nanopore readouts

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

Nanoscale 2025, 17, 17689-17702 

19. Automated-Screening Oriented Electric Sensing of Vitamin B1 Using a Machine Learning Aided Solid-State Nanopore 

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

J. Phys. Chem. B 2025, 129 (4), 1301–1310

Selected as Front Cover Page Article

18. Advancement of Next‐Generation DNA Sequencing through Ionic Blockade and Transverse Tunneling Current Methods  

Rameshwar L. Kumawat, Milan Kumar Jena, Sneha Mittal, and Biswarup Pathak 

Small 2024, 202401112

17. Integration of Artificial Intelligence and Quantum Transport toward Stereoselective Identification of Carbohydrate Isomers 

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

ACS Cent. Sci. 2024, 10 (9), 1689–1702 

Selected as Front Cover Page Article

16. Machine Learning Prediction and Classification of Transmission Functions for Rapid DNA Sequencing in a Hybrid Nanopore 

Souptik Pandit, Milan Kumar Jena, Sneha Mittal, and Biswarup Pathak 

ACS Appl. Nano Mater. 2024, 7 (14), 17120–17132

15. Machine Learning-Assisted Direct RNA Sequencing with Epigenetic RNA Modification Detection via Quantum Tunneling

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

Anal. Chem. 2024, 96(28), 11516–11524

Selected as Front Cover Page Article

14. Precision Basecalling of Single DNA Nucleotide from Overlapped Transmission Readouts with Machine Learning Aided Solid-State Nanogap 

Milan Kumar Jena, Sneha Mittal, and Biswarup Pathak 

ACS Appl. Mater. Interfaces 2024, 16 (23), 29891–29901

13. Effect of graphene electrode functionalization on machine learning-aided single nucleotide classification 

Mohd Rashid, Milan Kumar Jena, Sneha Mittal, and Biswarup Pathak 

Nanoscale 2024, 16, 20202-20215

12. Machine learning empowered next-generation DNA sequencing: perspective and prospectus 

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

Chem. Sci. 2024, 15, 12169-12188 

11. Protein Sequencing with Artificial Intelligence: Machine Learning Integrated Phosphorene Nanoslit 

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

Chem. Eur. J. 2023, 29 (59), e202301667  

10. Quasi-Isomeric Anion-Templated Silver Nanoclusters: Effect of Bulkiness on Luminescence

Sayani Mukherjee, Priyanka Chandrashekar, Irin Elizabeth Aby, Sneha Mittal, Anish Varghese, Biswarup Pathak, Sukhendu Mandal

J. Phys. Chem. Lett. 2023, 14, 38, 8548–8554  

9. Artificially intelligent nanogap for rapid DNA sequencing: A machine learning aided quantum tunneling approach

Milan Kumar Jena, Diptendu Roy, Sneha Mittal, and Biswarup Pathak 

ACS Materials Lett. 2023, 5 (9), 2488–2498  

8. Decoding Both DNA and Methylated DNA Using a MXene-Based Nanochannel Device: Supervised Machine-Learning-Assisted Exploration

Sneha Mittal, Souvik Manna, Milan Kumar Jena, and Biswarup Pathak 

ACS Materials Lett. 2023, 5, 6, 1570–1580

7. Deciphering DNA nucleotide sequences and their rotation dynamics with interpretable machine learning integrated C3N nanopores

Milan Kumar Jena, Sneha Mittal, Surya Sekhar Manna, and Biswarup Pathak 

Nanoscale 2023,15, 18080-18092 

6. Artificial intelligence aided recognition and classification of DNA nucleotides using MoS2 nanochannels 

Sneha Mittal, Souvik Manna, Milan Kumar Jena, and Biswarup Pathak 

Digital Discovery 2023, 2 (5), 1589-1600

5. Towards a graphene semi/hybrid-nanogap: a new architecture for ultrafast DNA sequencing

Sneha Mittal and Biswarup Pathak 

Nanoscale, 2023,15, 757-767

4. A Step toward Amino Acid-Labeled DNA Sequencing: Boosting Transmission Sensitivity of Graphene Nanogap

Sneha Mittal and Biswarup Pathak 

ACS Appl. Bio Mater. 2023, 6, 1, 218–227

3. Machine Learning Prediction of the Transmission Function for Protein Sequencing with Graphene Nanoslit

Sneha Mittal, Souvik Manna, and Biswarup Pathak 

ACS Appl. Mater. Interfaces 2022, 14, 46, 51645–51655

2. Amplifying Quantum Tunneling Current Sensitivity through Labeling Nucleotides Using Graphene Nanogap Electrodes

Sneha Mittal, Milan Kumar Jena, and Biswarup Pathak 

ACS Appl. Nano Mater. 2022, 5 (7), 9356–9366  

1. Graphene nanoslit device for protein sequencing: Ab initio quantum transport study 

Sneha Mittal, Rameshwar L Kumawat, Milan Kumar Jena, and Biswarup Pathak 

ACS Appl. Nano Mater. 2022, 5 (2), 2715–2727