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Uncertainty quantification for misspecified machine learned interatomic potentials

Danny Perez
Aparna P. A. Subramanyam
Thomas D. Swinburne
ResearchOpen Access16 Aug 2025
npj Computational Materials

Volume: 11, P: 1-15
Information-entropy-driven generation of material-agnostic datasets for machine-learning interatomic potentials

Aparna P. A. Subramanyam
Danny Perez
ResearchOpen Access07 Jul 2025
npj Computational Materials

Volume: 11, P: 1-17
Segregation-induced strength anomalies in complex single-crystalline superalloys

The segregation of elements in superalloys is known to influence their mechanical properties. Here, atomic-scale imaging and theoretical calculations reveal a mechanism by which segregation causes a yield strength anomaly, strengthening the superalloy.

Andreas Bezold
Jan Vollhüter
Steffen Neumeier
ResearchOpen Access22 Jan 2024
Communications Materials

Volume: 5, P: 1-11
Multifaceted phytogenic silver nanoparticles by an insectivorous plant Drosera spatulata Labill var. bakoensis and its potential therapeutic applications

Susmila Aparna Gaddam
Venkata Subbaiah Kotakadi
Visweswara Rao Pasupuleti
ResearchOpen Access09 Nov 2021
Scientific Reports

Volume: 11, P: 1-17
Acinar injury and early cytokine response in human acute biliary pancreatitis

Aparna Jakkampudi
Ramaiah Jangala
Rupjyoti Talukdar
ResearchOpen Access10 Nov 2017
Scientific Reports

Volume: 7, P: 1-13