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.
Submissions from 2025
Materials Data Science Ontology(MDS-Onto): Unifying Domain Knowledge in Materials and Applied Data Science, Balashanmuga Priyan Rajamohan, Alexander C. Harding Bradley, Van D. Tran, Jonathan E. Gordon, Hayden W. Caldwell, Redad Mehdi, Gabriel Ponon, Quynh D. Tran, Ozan Dernek, Benjamin G. Pierce, Raymond Wieser, Weiqi Yue, Kiefer Lin, Jiana Kambo, Arafath Nihar, Pawan K. Tripathi, Yinghui Wu, Laura S. Bruckman, Erika I. Barcelos, and Roger H. French
PV Backsheets Survey Protocol: A Framework for Geo-Spatial Field Surveys for Bulk Material Characterization and Reliability Analysis Applied Across 41 PV systems, Raymond J. Wieser, Zelin Li, Xuanji Yu, and Laura S. Bruckman
Submissions from 2024
Integrating Multiscale Geospatial Analysis for Monitoring Crop Growth, Nutrient Distribution, and Hydrological Dynamics in Large-Scale Agricultural Systems, Olatunde D. Akanbi, Deepa C. Bhuvanagiri, Erika I. Barcelos, Arafath Nihar, Brian Gonzalez Hernandez, Jeffrey M. Yarus, and Roger H. French
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
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
Towards a Study Protocol: A Data-Driven Workflow to Identify Error Sources in Direct Ink Write Mechatronics, Hein Htet Aung, Quynh D. Tran, Pawan K. Tripathi, Roger H. French, and Laura S. Bruckman
Continuing Benefits of the Montreal Protocol and Protection of the Stratospheric Ozone Layer for Human Health and the Environment, Laura S. Bruckman
Materials Data Science using CRADLE: A Distributed, Data-Centric Approach, Thomas G. Ciardi, Arafath Nihar, Rounak Chawla, Olatunde Akanbi, Pawan K. Tripathi, Yinghui Wu, Vipin Chaudhary, and Roger H. French
Using Spatio-Temporal Graph Neural Networks to Estimate Fleet-Wide Photovoltaic Performance Degradation Patterns, Yangxin Fan, Raymond Wieser, Xuanji Yu, Yinghui Wu, Laura S. Bruckman, and Roger H. French
Using Spatio-Temporal Graph Neural Networks to Estimate Fleet-Wide Photovoltaic Performance Degradation Patterns, Yangxin Fan, Raymond Wieser, Xuanji Yu, Yinghui Wu, Laura S. Bruckman, and Roger H. French
A Data Integration Framework of Additive Manufacturing based on FAIR Principles, Kristen J. Hernandez, Erika I. Barcelos, Jayvic C. Jimenez, Arafath Nihar, Pawan K. Tripathi, Roger H. French, and Laura S. Bruckman
L-PBF High-Throughput Data Pipeline Approach for Multi-Modal Integration, Kristen J. Hernandez, Thomas G. Ciardi, Rachel Yamamoto, Mingjian Lu, Arafath Nihar, Jayvic Cristian Jimenez, Pawan K. Tripathi, John J. Lewandowski, Roger H. French, and Laura S. Bruckman
Analysis of Electron Backscatter Diffraction Data: Effects of Laser Powder Bed Fusion Process Parameters on Kovar Microstructure, Maliesha S. Kalutotage, Quynh D. Tran, Pawan K. Tripathi, and Laura S. Bruckman
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
Image-Based Fracture Surface Defect Characterization Methods for Additively Manufactured Ti-6Al-4V Tested in Fatigue, Austin Ngo, Kristen Hernandez, Ayorinde E. Olatunde, Thomas G. Ciardi, Alex Harding, Arafath Nihar, Anirban Mondal, Roger H. French, Laura S. Bruckman, and John J. Lewandowski
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
Uncertainty Analysis in Machine Learning Models, Ayorinde E. Olatunde, Weiqi Yue, Pawan K. Tripathi, Roger H. French, and Anirban Mondal
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
FAIRification of Geospatial Data, Attiksh Ansool Panda, Olatunde D. Akanbi, Vibha S. Mandayam, Erika I. Barcelos, and Roger H. French
A FAIR Ontology for APS Beamline Experiments, Gabriel Ponón, Balashanmuga Priyan Rajamohan, Mohommad Redad Mehdi, Finley Holt, Erika Barcelos, Pawan K. Tripathi, and Roger H. French
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
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
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
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
A General Materials Data Science Framework for Quantitative 2D Analysis of Particle Growth from Image Sequences, Sameera Nalin Venkat, Thomas G. Ciardi, Mingjian Lu, Preston C. DeLeo, Jube Augustino, Adam Goodman, Jayvic Cristian Jimenez, Anirban Mondal, Frank Ernst, Yinghui Wu, Roger H. French, and Laura S. Bruckman
Exploring 2D X-ray Diffraction Phase Fraction Analysis with Convolutional Neural Networks: Insights from Kinematic-Diffraction Simulations, Weiqi Yue, Mohommad Redad Mehdi, Pawan K. Tripathi, Matthew A. Willard, Frank Ernst, and Roger H. French
Submissions from 2023
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
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
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
Effects of UV Radiation on Natural and Synthetic Materials, Laura S. Bruckman
Field Studies of PERC and Al-BSF PV Module Performance Loss using Power and I-V Timeseries, Alan J. Curran, Xuanji Yu, Jiqi Liu, Laura S. Bruckman, and Roger H. French
Field Studies of PERC and Al-BSF PV Module Performance Loss Using Power and I-V Timeseries, Alan J. Curran, Xuanji Yu, Jiqi Liu, Laura S. Bruckman, and Roger H. French
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
Temperature Dependence of Crystal Growth Behavior of AlN on Ni–Al using Electromagnetic Levitation and Computer Vision Technique, Benjamin G. Pierce, Ahmad M. Karimi, and Roger H. French
Hydrodynamic voltammetry of Fe2+/3+ in aqueous deep eutectic solvents towards redox flow batteries, Desiree Mae Prado, Xiaochen Shen, Robert Savinell, and Clemens Burda
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
Environmental Effects of Stratospheric Ozone Depletion, UV Radiation, and Interactions with Climate Change: UNEP Environmental Effects Assessment Panel, Update 2021, Laura S. Bruckman
Motivation, Benefits, and Challenges for New Photovoltaic Material & Module Developments, Laura S. Bruckman and Roger H. French
Submissions from 2021
Environmental Effects of Stratospheric Ozone Depletion, UV Radiation, and Interactions with Climate Change: UNEP Environmental Effects Assessment Panel, Update 2020, Laura S. Bruckman
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
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
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
Perovskite Film Formation for Solar Cell Absorbers: Effects of Substrate Modification, Mirra M. Rasmussen, Kyle M. Crowley, and Ina T. Martin
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
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
Degradation Mechanism Detection in Photovoltaic Backsheets by Fully Convolutional Neural Network, Laura S. Bruckman
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
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
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
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
Physics-Informed Network Models: A Data Science Approach to Metal Design, Amit K. Verma, Roger H. French, and Jennifer L. W. Carter
Differential Degradation Patterns of Photovoltaic Backsheets at the Array Level, Yu Wang and Laura S. Bruckman
Submissions from 2017
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
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
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
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
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
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
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
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
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
Submissions from 2012
Effect of High Energy Ball Milling on Transformation Temperature of Cr2Nb, Jackson Smith
Submissions from 2010
Long Range Interactions in Nanoscale Science, Roger H. French
Van Der Waals-London Dispersion Interaction Framework for Experimentally Realistic Carbon Nanotube Systems, Roger H. French
Submissions from 2009
Submissions from 2008
New Perspectives on van Der Waals-London Interactions of Materials. From Planar Interfaces to Carbon Nanotubes, Roger H. French
Submissions from 2007
Calculating van der Waals-London Dispersion Spectra and Hamaker Coefficients of Carbon Nanotubes in Water from Ab Initio Optical Properties, Roger H. French
Submissions from 2006
Graded Interface Models for More Accurate Determination of van Der Waals-London Dispersion Interactions across Grain Boundaries, Roger H. French
Nonadditivity in van Der Waals Interactions within Multilayers, Roger H. French
Submissions from 2004
Local Optical Properties, Electron Densities, and London Dispersion Energies of Atomically Structured Grain Boundaries, Roger H. French