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N. A. Anoop Krishnan

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Open access Sep 2026

Magneto-Photoactivated Gold Plasmonic Nano-Islands and Quantum Dot Assemblies for ppt-Level NO2 Detection.

The intrinsic instability and limited chemical reactivity of metal nanoparticles have long restricted their direct integration in chemiresistive gas sensing. Here, we present a highly selective, tunable, ultra-stable, and ultra-sensitive NO2 sensor derived from gold nano-islands (GNIs) and quantum dot (QD) assemblies a...

Pratyasha Rudra, I. Mandal, Ren-Qian Zhou et al. · 0 citations
Open access Aug 2026

Multimodal and cross-modal learning techniques

Scientific machine learning is becoming a powerful approach for accelerating discovery across materials science, chemistry, biology, and autonomous experimentation. However, scientific phenomena are rarely defined by a single observation. In materials science, a material or experiment may be described simultaneously by...

A. Babu, N. A. Anoop Krishnan · 0 citations
Aug 2026

Atomistic Simulation of Glasses and Amorphous Materials: Challenges and Opportunities for the Next Decade

This perspective examines three interconnected issues, namely, glass formation procedures, interatomic potential development, and machine learning applications, which emerged from the 5th International Workshop on Challenges of Atomistic Simulations of Glasses and Amorphous Materials.

N. A. Anoop Krishnan, A. Pedone, Xiao-Nan Lu et al. · 0 citations

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