Author

Biswarup Pathak

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Sep 2026

A machine learning framework for noise-driven DNA sequencing in solid-state nanopores.

Solid-state nanopore devices have emerged as a promising platform for electrical signal based single molecule DNA sequencing with atomic-scale precision. However, stochastic noise in solid-state nanopores severely obscures signal quality, impeding nucleotide identification accuracy. Here, we have systematically examine...

Mohd Rashid, Milan Kumar Jena, Biswarup Pathak · Nanoscale · 0 citations

#graph neural networks Sep 2026

Cross-Property Transfer Learning and Generative Crystal Design for Accelerated Discovery of Low-Thermal-Conductivity Materials.

Identifying crystalline materials with intrinsically low lattice thermal conductivity (κL) remains a major challenge in thermoelectric design due to complex phonon transport mechanisms and the limited availability of high-quality datasets. Although first-principles methods provide accurate κL predictions, their high co...

Harpriya Minhas, Rahul Kumar Sharma, Biswarup Pathak · ACS Applied Materials and In... · 0 citations

Open access Aug 2026

Triazatrinaphthylene-based metal-free polycyclic aromatic frameworks for electrochemical nitrate reduction to ammonia

The electrochemical nitrate reduction reaction (NO3RR) offers a sustainable route to convert waste NO3− into valuable ammonia (NH3) using renewable electricity. However, the multielectron nature of the NO3RR necessitates the use of efficient, earth-abundant catalysts. While noble metals show high activity, their scarci...

Ananda Basak, Nilmadhab Mukherjee, Supratim Ghosh et al. · Chemical Science · 0 citations