Materials Science & Engineering Faculty, Staff, Student Scholarship

 

This collection holds the creative and scholarly works of the Department of Materials Science & Engineering's faculty, staff, and students. It includes scholarly content such as journal articles, book chapters, conference papers, etc.

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Submissions from 2024

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CRADLE Explorer: CASFER Interactive Platform for Data and Model Visualization, Olatunde D. Akanbi, Vibha S. Mandayam, Haiping Ai, Arafath Nihar, Erika I. Barcelos, Laura S. Bruckman, Jeffrey Yarus, Yinghui Wu, Huichun (Judy) Zhang, and Roger H. French

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Big Geospatiotemporal Data Approaches to Monitoring and Mitigating Environmental Impacts in Agriculture, Olatunde D. Akanbi, Vibha S. Mandayam, Erika I. Barcelos, Arafath Nihar, Yinghui Wu, Jeffrey Yarus, and Roger H. French

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Geospatial Analysis of Precipitation Data and River Networks Using Satellite Imagery, Vibha S. Mandayam, Olatunde D. Akanbi, Ethan Tobey, Adaezeogo Ezeogo-Enwo, Hyangmok Baek, Atharva Gupta, Laura S. Bruckman, Erika I. Barcelos, and Roger H. French

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Extreme Value Statistics Analysis of Process Defects in Additive Manufacturing Materials, Ayorinde E. Olatunde, Kristen Hernandez, Austin Ngo, Arafath Nihar, Thomas G. Ciardi, Rachel Yamamoto, Pawan K. Tripathi, Roger H. French, John J. Lewandowski, and Anirban Mondal

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Uncertainty Analysis in Machine Learning Models, Ayorinde E. Olatunde, Weiqi Yue, Pawan K. Tripathi, Roger H. French, and Anirban Mondal

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Uncertainty Quantification in Machine Learning Models Via Gaussian Process Regression: A Comparative Study, Ayorinde E. Olatunde, Weiqi Yue, Pawan K. Tripathi, Roger H. French, and Anirban Mondal

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FAIRification of Geospatial Data, Attiksh Ansool Panda, Olatunde D. Akanbi, Vibha S. Mandayam, Erika I. Barcelos, and Roger H. French

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Geospatial Analysis of Hydrologic Nitrogen in Ohio Using Terrain Ruggedness Index (TRI) and Terrain Position Index (TPI), Shreyas N. Rajagopalan, Olatunde D. Akanbi, Vibha S. Mandayam, Erika I. Barcelos, and Roger H. French

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Knowledge Management of Historical Data: Ontology Development for Chemical Reactions, Quynh D. Tran, Alexander Harding Bradley, Balashanmuga Priyan Rajamohan, Jonathan E. Gordon, Van D. Tran, Kiefer Lin, Erika I. Barcelos, Laura S. Bruckman, and Roger H. French

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Knowledge Management and Semantic Reasoning: Ontology and Information Theory Enable the Construction of Knowledge Bases and Knowledge Graphs, Quynh D. Tran, Ozan Dernek, Erika I. Barcelos, Laura S. Bruckman, and Roger H. French

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Materials Data Science Ontology (MDS-Onto): Unifying Domain Knowledge in Materials and Applied Data Science, Van D. Tran, Jonathan E. Gordon, Alexander Harding Bradley, Balashanmuga Priyan Rajamohan, Quynh D. Tran, Gabriel Ponón, Yinghui Wu, Laura S. Bruckman, Erika I. Barcelos, and Roger H. French

Submissions from 2023

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Data Collection and HPC Ingestion of Historical Satellite Images from IBM Pairs GeoScope, Olatunde D. Akanbi, Brian Gonzalez Hernandez, Erika I. Barcelos, Laura S. Bruckman, Jeffrey Yarus, and Roger H. French

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Crop Monitoring and Nutrient Prediction Using Satellite Imagery and Soil Data, Olatunde D. Akanbi, Brian Gonzalez Hernandez, Erika I. Barcelos, Arafath Nihar, Laura S. Bruckman, Yinghui Wu, Jeffrey Yarus, and Roger H. French

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Flexible Multifunctional Titania Nanotube Array Platform for Biological Interfacing, Hoda Amani Hamedani, Thomas Stegall, Yi Yang, Haochen Wang, Ashwin Menon, Anubhuti Bhalotia, Efstathios Karathanasis, Jeffrey R. Capadona, and Allison E. Hess-Dunning

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Statistical Analysis and Degradation Pathway Modeling of Photovoltaic Minimodules with Varied Packaging Strategies, Sameera Nalin Venkat, Xuanji Yu, Jiqi Liu, Jakob Wegmueller, Jayvic Cristian Jimenez, Erika I. Barcelos, Hein Htet Aung, Roger H. French, and Laura S. Bruckman

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Hydrodynamic voltammetry of Fe2+/3+ in aqueous deep eutectic solvents towards redox flow batteries, Desiree Mae Prado, Xiaochen Shen, Robert Savinell, and Clemens Burda

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Understanding the Role Thin Film Interfaces Play in Solar Cell Performance and Stability, Mirra M. Rasmussen, Laura S. Bruckman, and Ina T. Martin

Submissions from 2022

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Motivation, Benefits, and Challenges for New Photovoltaic Material & Module Developments, Laura S. Bruckman and Roger H. French

Submissions from 2021

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International Collaboration Framework for the Calculation of Performance Loss Rates: Data Quality, Benchmarks, and Trends (Towards a Uniform Methodology), Alan J. Curran, Kunal Rath, Arash Khalilnejad, and Roger H. French

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Integrating Deep Learning with Microfluidics for Biophysical Classification of Sickle Red Blood Cells Adhered to Laminin, Niksa Praljak, Shamreen Iram, Utku Goreke, Gundeep Singh, Ailis Hill, Umut A. Gurkan, and Michael Hinczewski

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Decoupling the Effects of Interfacial Chemistry and Grain Size in Perovskite Stability, Mirra M. Rasmussen, Kyle M. Crowley, Miranda S. Gottlieb, Geneviève Sauvé, and Ina T. Martin

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Perovskite Film Formation for Solar Cell Absorbers: Effects of Substrate Modification, Mirra M. Rasmussen, Kyle M. Crowley, and Ina T. Martin

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Surface Energy and Microstructure: The Effect of the Underlying Substrate on Perovskite Film Formation for Solar Cell Absorbers, Mirra M. Rasmussen, Kyle M. Crowley, and Ina T. Martin

Submissions from 2020

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Automated Pipeline Framework for Processing of Large-Scale Building Energy Time Series Data, Arash Khalilnejad, Ahmad M. Karimi, Shreyas Kamath, Rojiar Haddadian, Roger H. French, and Alexis R. Abramson

Submissions from 2019

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Temporal Evolution and Pathway Models of Poly(Ethylene-Terephthalate) Degradation under Multi-Factor Accelerated Weathering Exposures, Cara L. Fagerholm, Roger H. French, and Laura S. Bruckman

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In-situ Observation of AlN Formation from Ni-Al Solution Using an Electromagnetic Levitation Technique, Andrew J. Loach, Justin S. Fada, Laura G. Wilson, Roger H. French, and Jennifer L. W. Carter

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Data-Driven I–V Feature Extraction for Photovoltaic Modules, Xuan Ma, Wei-Heng Huang, Jenny Brynjarsdottir, Jennifer L. Braid, and Roger H. French

Submissions from 2018

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Multivariate Multiple Regression Models of Poly(Ethylene-Terephthalate) Film Degradation under Outdoor and Multi-Stressor Accelerated Weathering Exposures, Devin A. Gordon, Wei-Heng Huang, Roger H. French, and Laura S. Bruckman

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Physics-Informed Network Models: A Data Science Approach to Metal Design, Amit K. Verma, Roger H. French, and Jennifer L. W. Carter

Submissions from 2017

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Predictive Models of Poly(Ethylene-Terephthalate) Film Degradation under Multi-Factor Accelerated Weathering Exposures, Abdulkerim Gok, David K. Ngendahimana, Cara L. Fagerholm, Roger H. French, Jiayang Sun, and Laura S. Bruckman

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A Cross-Sectional Study of the Temporal Evolution of Electricity Consumption of Six Commercial Buildings, Ethan M. Pickering, Mohammad A. Hossain, Jack P. Mousseau, Rachel A. Swanson, Roger H. French, and Alexis R. Abramson

Submissions from 2016

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Insights into Metastability of Photovoltaic Materials at the Mesoscale Through Massive I–V Analytics, Timothy J. Peshek, Justin S. Fada, Yang Hu, Yifan Xu, Mohamed A. Elsaeiti, and Roger H. French

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Heteroepitaxy of N-type β-Ga2O3 Thin Films on Sapphire Substrate by Low Pressure Chemical Vapor Deposition, Subrina Rafique, Lu Han, Roger H. French, and Hongping Zhao

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X-Ray Characterization of Mesophases of Human Telomeric G-Quadruplexes and Other DNA Analogues, Jacob B. Schimelman, Nicole F. Steinmetz, and Roger H. French

Submissions from 2015

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Degradation Science: Mesoscopic Evolution and Temporal Analytics of Photovoltaic Energy Materials, Roger H. French, Rudolf Podgornik, Timothy J. Peshek, Laura S. Bruckman, Yifan Xu, Nicholas R. Wheeler, Abdulkerim Gok, Yang Hu, Mohammad A. Hossain, Devin A. Gordon, Pei Zhao, Jiayang Sun, and Guo-Qiang Zhang

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Microinverter Thermal Performance in the Real-World: Measurements and Modeling, Mohammad Akram Hossain, Yifan Xu, Timothy J. Peshek, Alexis R. Abramson, and Roger H. French

Submissions from 2014

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Electronic Structure, Dielectric Response, and Surface Charge Distribution of RGD (1FUV) Peptide, Amy M. Wen, Roger H. French, and Nicole F. Steinmetz

Submissions from 2013

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Statistical and Domain Analytics Applied to PV Module Lifetime and Degradation Science, Laura S. Bruckman, Nicholas R. Wheeler, Junheng Ma, Jiayang Sun, and Roger H. French