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Advanced Science (Weinheim, Baden-Wurttemberg, Germany)|January 31, 2026
ML Workflows for Screening Degradation-Relevant Properties of Forever ChemicalsPranoy Ray, Andrew R Castillo, Manoj Kolel-Veetil, et al.Nanotechnology|August 4, 2015
Application of data science tools to quantify and distinguish between structures and models in molecular dynamics datasetsSurya R Kalidindi, Joshua A Gomberg, Zachary T Trautt, et al.Journal of the Mechanical Behavior of Biomedical Materials|November 23, 2015
Nacre-like hybrid films: Structure, properties, and the effect of relative humidityMohammed T Abba, Philipp M Hunger, Surya R Kalidindi, et al.Integrating Materials and Manufacturing Innovation|September 17, 2019
Machine learning approaches for elastic localization linkages in high-contrast composite materialsRuoqian Liu, Yuksel C Yabansu, Ankit Agrawal, et al.Acta Biomaterialia|February 24, 2022
Biomaterialomics: Data science-driven pathways to develop fourth-generation biomaterialsBikramjit Basu, N H Gowtham, Yang Xiao, et al.Journal of the Mechanical Behavior of Biomedical Materials|July 31, 2012
Assessment of lamellar level properties in mouse bone utilizing a novel spherical nanoindentation data analysis methodSiddhartha Pathak, Shraddha J Vachhani, Karl J Jepsen, et al.Integrating Materials and Manufacturing Innovation|January 25, 2020
Process-Structure Linkages Using a Data Science Approach: Application to Simulated Additive Manufacturing DataEvdokia Popova, Theron M Rodgers, Xinyi Gong, et al.Integrating Materials and Manufacturing Innovation|January 25, 2020
Context Aware Machine Learning Approaches for Modeling Elastic Localization in Three-Dimensional Composite MicrostructuresRuoqian Liu, Yuksel C Yabansu, Zijiang Yang, et al.Scientific Reports|September 22, 2017
Probing nanoscale damage gradients in ion-irradiated metals using spherical nanoindentationSiddhartha Pathak, Surya R Kalidindi, Jordan S Weaver, et al.Journal of the Mechanical Behavior of Biomedical Materials|November 25, 2010
Measuring the dynamic mechanical response of hydrated mouse bone by nanoindentationSiddhartha Pathak, J Gregory Swadener, Surya R Kalidindi, et al.Pageof 5