MDS-Rely

Affiliate Publications

Author(s)

Publication

Haghanifar, Sajad, et al.

Haghanifar, Sajad, et al. “Creating Glasswing Butterfly-Inspired Durable Antifogging Superomniphobic Supertransmissive, Superclear Nanostructured Glass through Bayesian Learning and Optimization.” Materials Horizons, vol. 6, no. 8, Sept. 2019, pp. 1632–42, https://doi.org/10.1039/C9MH00589G.

Haghanifar, S., et al.

Haghanifar, S., et al. “Creating Glasswing Butterfly-Inspired Durable Antifogging Superomniphobic Supertransmissive, Superclear Nanostructured Glass through Bayesian Learning and Optimization,.” Materials Horizons, June 2019, https://doi.org/doi: 10.1039/C9MH00589G.

Maillart, Lisa M., and Ludmila Zheltova. 

Maillart, Lisa M., and Ludmila Zheltova. “Structured Maintenance Policies on Interior Sample Paths.” Naval Research Logistics (NRL), vol. 54, no. 6, 2007, pp. 645–55, https://doi.org/10.1002/nav.20236.

Elwany, Alaa H., et al.

Elwany, Alaa H., et al. “Structured Replacement Policies for Components with Complex Degradation Processes and Dedicated Sensors.” Operations Research, vol. 59, no. 3, June 2011, pp. 684–95, https://doi.org/10.1287/opre.1110.0912.

Kurt, Murat, and Lisa M. Maillart.

Kurt, Murat, and Lisa M. Maillart. “Structured Replacement Policies for a Markov-Modulated Shock Model.” Operations Research Letters, vol. 37, no. 4, July 2009, pp. 280–84, https://doi.org/10.1016/j.orl.2009.03.008.

Maillart, L. M., et al.

Maillart, L. M., et al. “Selective Maintenance Decision-Making Over Extended Planning Horizons.” IEEE Transactions on Reliability, vol. 58, no. 3, Sept. 2009, pp. 462–69, https://doi.org/10.1109/TR.2009.2026689.

He, K., et al.

He, K., et al. “Scheduling Preventive Maintenance as a Function of an Imperfect Inspection Interval.” IEEE Transactions on Reliability, vol. 64, no. 3, Sept. 2015, pp. 983–97, https://doi.org/10.1109/TR.2015.2417153.

Batun, Sakine, and Lisa M. Maillart. 

Batun, Sakine, and Lisa M. Maillart. “Reassessing Tradeoffs Inherent to Simultaneous Maintenance and Production Planning.” Production and Operations Management, vol. 21, no. 2, 2012, pp. 396–403, https://doi.org/10.1111/j.1937-5956.2011.01250.x.

Ulukus, M. Yasin, et al.

Ulukus, M. Yasin, et al. “Optimal Replacement Policies under Environment-Driven Degradation.” Probability in the Engineering and Informational Sciences, vol. 26, no. 3, July 2012, pp. 405–24, https://doi.org/10.1017/S0269964812000083.

He, Kai, et al.

He, Kai, et al. “Optimal Planning of Unpunctual Preventive Maintenance.” IISE Transactions, vol. 49, no. 2, Feb. 2017, pp. 127–43, https://doi.org/10.1080/0740817X.2016.1224959.

Anahita Kojandi, et al.

Anahita Kojandi, et al. “Optimal Planning of Life-Depleting Maintenance Activities.” IIE Transactions, vol. 46, no. 7, Mar. 2014, pp. 636–52, https://www.tandfonline.com/doi/abs/10.1080/0740817X.2013.849835.

Icten, Zeynep Gozde, et al.

Icten, Zeynep Gozde, et al. “Optimal Management of a Limited Number of Replacements under Markovian Deterioration.” IIE Transactions, vol. 45, no. 2, Feb. 2013, pp. 206–14, https://doi.org/10.1080/0740817X.2012.679349.

Maillart, Lisa M., and Xiang Fang.

Maillart, Lisa M., and Xiang Fang. “Optimal Maintenance Policies for Serial, Multi-Machine Systems with Non-Instantaneous Repairs.” Naval Research Logistics (NRL), vol. 53, no. 8, 2006, pp. 804–13, https://doi.org/10.1002/nav.20171.

Maillart, L. M., and S. M. Pollock.

Maillart, L. M., and S. M. Pollock. “Cost-Optimal Condition-Monitoring for Predictive Maintenance of 2-Phase Systems.” IEEE Transactions on Reliability, vol. 51, no. 3, Sept. 2002, pp. 322–30, https://doi.org/10.1109/TR.2002.801846.

Gao, Tongchuan, et al.

Gao, Tongchuan, et al. “Fundamental Performance Limits and Haze Evaluation of Metal Nanomesh Transparent Conductors.” Advanced Optical Materials, vol. 6, no. 9, 2018, p. 1700829, https://doi.org/10.1002/adom.201700829.

Jia, Xiaowei, et al.

Jia, Xiaowei, et al. “Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks.” ArXiv:2009.12575 [Physics], Dec. 2020, http://arxiv.org/abs/2009.12575.

Willard, Jared, et al. 

Willard, Jared, et al. “Integrating Physics-Based Modeling with Machine Learning: A Survey.” ArXiv:2003.04919 [Physics, Stat], July 2020, http://arxiv.org/abs/2003.04919.

Jia, Xiaowei, et al.

Jia, Xiaowei, et al. “Physics Guided RNNs for Modeling Dynamical Systems: A Case Study in Simulating Lake Temperature Profiles.” ArXiv:1810.13075 [Physics], Jan. 2019, http://arxiv.org/abs/1810.13075.

Wallace, Meredith L., et al.

Wallace, Meredith L., et al. “Variable Selection for Skewed Model-Based Clustering: Application to the Identification of Novel Sleep Phenotypes.” Journal of the American Statistical Association, vol. 113, no. 521, Jan. 2018, pp. 95–110, https://doi.org/10.1080/01621459.2017.1330202.

Atamturk, Alper, and Andres Gomez.

Atamturk, Alper, and Andres Gomez. “Simplex QP-Based Methods for Minimizing a Conic Quadratic Objective over Polyhedra.” ArXiv:1706.05795 [Math], June 2017, http://arxiv.org/abs/1706.05795.

Jariwala, Amit, et al.

Jariwala, Amit, et al. “Process Planning Method for Exposure Controlled Projection Lithography.” 24th International SFF Symposium - An Additive Manufacturing Conference, SFF 2013, Jan. 2013, pp. 95–110.

Ma, Tianzhou, et al.

Ma, Tianzhou, et al. “Variable Screening with Multiple Studies.” ArXiv:1710.03892 [Math, Stat], Oct. 2017, http://arxiv.org/abs/1710.03892.

Mentch, Lucas, and Giles Hooker.

Mentch, Lucas, and Giles Hooker. “Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests.” ArXiv:1404.6473 [Stat], Apr. 2014, http://arxiv.org/abs/1404.6473.

Rahimian, M. Amin, and Ali Jadbabaie.

Rahimian, M. Amin, and Ali Jadbabaie. “Bayesian Learning Without Recall.” IEEE Transactions on Signal and Information Processing over Networks, vol. 3, no. 3, Sept. 2017, pp. 592–606, https://doi.org/10.1109/TSIPN.2016.2631943.

Preciado, Victor M., and M. Amin Rahimian.

Preciado, Victor M., and M. Amin Rahimian. “Moment-Based Spectral Analysis of Random Graphs with Given Expected Degrees.” ArXiv:1512.03489 [Physics, Stat], Mar. 2017, http://arxiv.org/abs/1512.03489.

Rahimian, M. Amin, and Ali Jadbabaie.

Rahimian, M. Amin, and Ali Jadbabaie. “Distributed Estimation and Learning over Heterogeneous Networks.” ArXiv:1611.03328 [Cs, Math, Stat], Nov. 2016, http://arxiv.org/abs/1611.03328.

Rahimian, Mohammad Amin, and Mohammad Saleh Tavazoei.

Rahimian, Mohammad Amin, and Mohammad Saleh Tavazoei. “Improving Integral Square Error Performance with Implementable Fractional-Order PI Controllers.” Optimal Control Applications and Methods, vol. 35, no. 3, 2014, pp. 303–23, https://doi.org/10.1002/oca.2069.

Rahimian, M. Amin, and Amir G. Aghdam.

Rahimian, M. Amin, and Amir G. Aghdam. “Structural Controllability of Multi-Agent Networks: Robustness against Simultaneous Failures.” Automatica, vol. 49, no. 11, 2013, pp. 3149–57, https://doi.org/10.1016/j.automatica.2013.06.023.

Amin Rahimian, Mohammad, and Mohammad Saleh Tavazoei.

Amin Rahimian, Mohammad, and Mohammad Saleh Tavazoei. “Optimal Tuning for Fractional-Order Controllers: An Integer-Order Approximating Filter Approach.” Journal of Dynamic Systems, Measurement, and Control, vol. 135, no. 2, Mar. 2013, https://doi.org/10.1115/1.4023066.

Rahimian, Mohammad A., and Mohammad S. Tavazoei.

Rahimian, Mohammad A., and Mohammad S. Tavazoei. “Constrained Tuning of Two-Parameter Controllers: A Centroid Approach.” Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, vol. 226, no. 5, May 2012, pp. 685–98, https://doi.org/10.1177/0959651811427002.

Rahimian, Mohammad Amin, and Mohammad Saleh Tavazoei.

Rahimian, Mohammad Amin, and Mohammad Saleh Tavazoei. “Application of Stability Region Centroids in Robust PI Stabilization of a Class of Second-Order Systems.” Transactions of the Institute of Measurement and Control, vol. 34, no. 4, June 2012, pp. 487–98, https://doi.org/10.1177/0142331211400117.

Rahimian, M. A., and M. S. Tavazoei.

Rahimian, M. A., and M. S. Tavazoei. “Stabilizing Fractional-Order PI and PD Controllers: An Integer-Order Implemented System Approach.” Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering, vol. 224, no. 8, Dec. 2010, pp. 893–903, https://doi.org/10.1243/09596518JSCE1043.

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“Inside Front Cover.” Materials Horizons, vol. 6, no. 8, Sept. 2019, pp. 1530–1530, https://doi.org/10.1039/C9MH90044F.

Chu, Weibin, et al.

Chu, Weibin, et al. “Low-Frequency Lattice Phonons in Halide Perovskites Explain High Defect Tolerance toward Electron-Hole Recombination.” Science Advances, vol. 6, no. 7, Feb. 2020, p. eaaw7453, https://doi.org/10.1126/sciadv.aaw7453.

Saidi, Wissam A., et al.

Saidi, Wissam A., et al. “Machine-Learning Structural and Electronic Properties of Metal Halide Perovskites Using a Hierarchical Convolutional Neural Network.” Npj Computational Materials, vol. 6, no. 1, Apr. 2020, pp. 1–7, https://doi.org/10.1038/s41524-020-0307-8.

Andolina, Christopher M., et al. 

Andolina, Christopher M., et al. “Optimization and Validation of a Deep Learning CuZr Atomistic Potential: Robust Applications for Crystalline and Amorphous Phases with near-DFT Accuracy.” The Journal of Chemical Physics, vol. 152, no. 15, Apr. 2020, p. 154701, https://doi.org/10.1063/5.0005347.

Hinder, Oliver, and Miles Lubin.

Hinder, Oliver, and Miles Lubin. “A Generic Adaptive Restart Scheme with Applications to Saddle Point Algorithms.” ArXiv:2006.08484 [Math], July 2020, http://arxiv.org/abs/2006.08484.

Carmon, Yair, et al. 

Carmon, Yair, et al. “‘Convex Until Proven Guilty’: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions.” ArXiv:1705.02766 [Math], May 2017, http://arxiv.org/abs/1705.02766.

Maillart, L. M., et al. 

Maillart, L. M., et al. “Selecting Test Sensitivity and Specificity Parameters to Optimally Maintain a Degrading System.” Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, vol. 225, no. 2, 2011, pp. 131–39, https://doi.org/10.1177/1748007810395667.

He, Kai, et al.

He, Kai, et al. “Optimal Sequencing of Heterogeneous, Non-Instantaneous Interventions.” Annals of Operations Research, vol. 276, no. 1–2, 2019, pp. 109–35, https://doi.org/10.1007/s10479-018-2813-3.

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“Butterfly Wings Inspire New Glass Structure.” Pittwirehttp://pittwire.pitt.edu/news/butterfly-wings-inspire-new-glass-structure. Accessed 22 Oct. 2019.

French, Roger H.

French, Roger H. “1 - Overview: Power Degradation and Failure of PV Systems1.” Durability and Reliability of Polymers and Other Materials in Photovoltaic Modules, edited by Hsinjin Edwin Yang et al., William Andrew Publishing, 2019, pp. 3–21, https://doi.org/10.1016/B978-0-12-811545-9.00001-X.

Fada, Justin S., et al. 

Fada, Justin S., et al. “Correlation of I-V Curve Parameters with Module-Level Electroluminescent Image Data Over 3000 Hours Damp-Heat Exposure.” 2017 IEEE 44th Photovoltaic Specialist Conference (PVSC), IEEE, 2017, pp. 2697–701, https://doi.org/10.1109/PVSC.2017.8366659.

Zhao, Xiayun, and David W. Rosen.

Zhao, Xiayun, and David W. Rosen. “An Implementation of Real-Time Feedback Control of Cured Part Height in Exposure Controlled Projection Lithography with in-Situ Interferometric Measurement Feedback.” Additive Manufacturing, vol. 23, 2018, pp. 253–63, https://doi.org/10.1016/j.addma.2018.07.016.

Verma, Amit K., et al.

Verma, Amit K., et al. “Mapping Multivariate Influence of Alloying Elements on Creep Behavior for Design of New Martensitic Steels.” Metallurgical and Materials Transactions A, vol. 50, no. 7, July 2019, pp. 3106–20, https://doi.org/10.1007/s11661-019-05234-9.

Mostafaei, Amir, et al. 

Mostafaei, Amir, et al. “Microstructural Evolution and Mechanical Properties of Differently Heat-Treated Binder Jet Printed Samples from Gas- and Water-Atomized Alloy 625 Powders.” Acta Materialia, vol. 124, 2017, pp. 280–89, https://doi.org/10.1016/j.actamat.2016.11.021.

Mostafaei, Amir, et al.

Mostafaei, Amir, et al. “Effect of Powder Size Distribution on Densification and Microstructural Evolution of Binder-Jet 3D-Printed Alloy 625.” Materials & Design, vol. 162, 2019, pp. 375–83, https://doi.org/10.1016/j.matdes.2018.11.051.

Stevens, Erica, et al.

Stevens, Erica, et al. “Density Variation in Binder Jetting 3D-Printed and Sintered Ti-6Al-4V.” Additive Manufacturing, vol. 22, 2018, pp. 746–52, https://doi.org/10.1016/j.addma.2018.06.017.

Mostafaei, Amir, et al.

Mostafaei, Amir, et al. “Comparison of Characterization Methods for Differently Atomized Nickel-Based Alloy 625 Powders.” Powder Technology, vol. 333, 2018, pp. 180–92, https://doi.org/10.1016/j.powtec.2018.04.014.

Mostafaei, Amir, et al.

Mostafaei, Amir, et al. “Characterizing Surface Finish and Fatigue Behavior in Binder-Jet 3D-Printed Nickel-Based Superalloy 625.” Additive Manufacturing, vol. 24, 2018, pp. 200–09, https://doi.org/10.1016/j.addma.2018.09.012.

Chmielus, M., et al.

Chmielus, M., et al. “Training, Constraints, and High-Cycle Magneto-Mechanical Properties of Ni-Mn-Ga Magnetic Shape-Memory Alloys.” The European Physical Journal Special Topics, vol. 158, no. 1, 2008, pp. 79–85, https://doi.org/10.1140/epjst/e2008-00657-3.

Murray, Myles P., et al.

Murray, Myles P., et al. “Photodegradation in a Stress and Response Framework: Poly(Methyl Methacrylate) for Solar Mirrors and Lens.” Journal of Photonics for Energy, vol. 2, no. 1, Nov. 2012, p. 022004, https://doi.org/10.1117/1.JPE.2.022004.

Haghanifar, Sajad, et al.

Haghanifar, Sajad, et al. “Stain-Resistant, Superomniphobic Flexible Optical Plastics Based on Nano-Enoki Mushroom-like Structures.” Journal of Materials Chemistry A, vol. 7, no. 26, 2019, pp. 15698–706, https://doi.org/10.1039/C9TA01753D.

Gok, Abdulkerim, et al. 

Gok, Abdulkerim, et al. “Predictive Models of Poly(Ethylene-Terephthalate) Film Degradation under Multi-Factor Accelerated Weathering Exposures.” PLOS ONE, edited by Daniel Rittschof, vol. 12, no. 5, May 2017, p. e0177614, https://doi.org/10.1371/journal.pone.0177614.

French, Roger H., et al.

French, Roger H., et al. “Degradation Science: Mesoscopic Evolution and Temporal Analytics of Photovoltaic Energy Materials.” Current Opinion in Solid State and Materials Science, vol. 19, no. 4, 2015, pp. 212–26, https://doi.org/10.1016/j.cossms.2014.12.008.

Bruckman, L. S., et al. 

Bruckman, L. S., et al. “Statistical and Domain Analytics Applied to PV Module Lifetime and Degradation Science.” IEEE Access, vol. 1, 2013, pp. 384–403, https://doi.org/10.1109/ACCESS.2013.2267611.

Romanov, Vyacheslav, et al.

Romanov, Vyacheslav, et al. “Materials Data Analytics for 9% Cr Family Steel.” Statistical Analysis and Data Mining: The ASA Data Science Journal, vol. 12, Feb. 2019, https://doi.org/10.1002/sam.11406.

Klinke, Addison G., et al.

Klinke, Addison G., et al. “A Non-Destructive Method for Crack Quantification in Photovoltaic Backsheets under Accelerated and Real-World Exposures.” Polymer Degradation and Stability, vol. 153, 2018, pp. 244–54, https://doi.org/10.1016/j.polymdegradstab.2018.05.008.

Liu, Jiqi, et al.

Liu, Jiqi, et al. “Cross-Correlation Analysis of the Indoor Accelerated and Real World Exposed Photovoltaic Systems Across Multiple Climate Zones.” 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC) (A Joint Conference of 45th IEEE PVSC, 28th PVSEC & 34th EU PVSEC), IEEE, 2018, pp. 3949–54, https://doi.org/10.1109/PVSC.2018.8547840.

Ren, Zhao, et al.

Ren, Zhao, et al. “Tuning-Free Heterogeneous Inference in Massive Networks.” Journal of the American Statistical Association, Dec. 2018, pp. 1–34, https://doi.org/10.1080/01621459.2018.1537920.

Gok, Abdulkerim, et al.

Gok, Abdulkerim, et al. “Reciprocity and Spectral Effects of the Degradation of Poly(Ethylene-Terephthalate) under Accelerated Weathering Exposures.” Journal of Applied Polymer Science, vol. 136, no. 22, June 2019, p. 47589, https://doi.org/10.1002/app.47589.

Gordon, Devin A., et al.

Gordon, Devin A., et al. “Characterizing the Weathering Induced Degradation of Poly(Ethylene-Terephthalate) Using PARAFAC Modeling of Fluorescence Spectra.” Polymer Degradation and Stability, vol. 161, 2019, pp. 85–94, https://doi.org/10.1016/j.polymdegradstab.2019.01.006.

Fairbrother, Andrew, et al. 

Fairbrother, Andrew, et al. “Differential Degradation Patterns of Photovoltaic Backsheets at the Array Level.” Solar Energy, vol. 163, 2018, pp. 62–69, https://doi.org/10.1016/j.solener.2018.01.072.

Gillen, Colin P., et al.

Gillen, Colin P., et al. “Critical Arcs Detection in Influence Networks.” Networks, vol. 71, no. 4, 2018, pp. 412–31, https://doi.org/10.1002/net.21761.

Nguyen, Thien-Binh, et al.

Nguyen, Thien-Binh, et al. “Critical Heat Flux Enhancement in Pool Boiling through Increased Rewetting on Nanopillar Array Surfaces.” Scientific Reports, vol. 8, no. 1, 2018, p. 4815, https://doi.org/10.1038/s41598-018-22693-z.

Cho, Se Youn, et al.

Cho, Se Youn, et al. “Promoting Helix-Rich Structure in Silk Fibroin Films through Molecular Interactions with Carbon Nanotubes and Selective Heating for Transparent Biodegradable Devices.” ACS Applied Nano Materials, vol. 1, no. 10, Oct. 2018, pp. 5441–50, https://doi.org/10.1021/acsanm.8b00784.

Pickering, Ethan M., et al.

Pickering, Ethan M., et al. “Building Electricity Consumption: Data Analytics of Building Operations with Classical Time Series Decomposition and Case Based Subsetting.” Energy and Buildings, vol. 177, 2018, pp. 184–96, https://doi.org/10.1016/j.enbuild.2018.07.056.

Haghanifar, Sajad, et al.

Haghanifar, Sajad, et al. “Self-Cleaning, High Transmission, near Unity Haze OTS/Silica Nanostructured Glass.” Journal of Materials Chemistry C, vol. 6, no. 34, 2018, pp. 9191–99, https://doi.org/10.1039/C8TC02513D.

Verma, Amit K., et al.

Verma, Amit K., et al. “Mapping Multivariate Influence of Alloying Elements on Creep Behavior for Design of New Martensitic Steels.” Metallurgical and Materials Transactions A, vol. 50, no. 7, 2019, pp. 3106–20, https://doi.org/10.1007/s11661-019-05234-9.

Bruckman, Laura S. 

Bruckman, Laura S. “Transformative Opportunities from Data Science and Big Data Analytics: Applied to Photovoltaics.” The Electrochemical Society Interface, vol. 28, no. 1, 2019, pp. 57–61, https://doi.org/10.1149/2.F07191if.

Gok, Abdulkerim, et al. 

Gok, Abdulkerim, et al. “Temporal Evolution and Pathway Models of Poly(Ethylene-Terephthalate) Degradation under Multi-Factor Accelerated Weathering Exposures.” PLOS ONE, edited by David Rider, vol. 14, no. 2, Feb. 2019, p. e0212258, https://doi.org/10.1371/journal.pone.0212258.

Karademir, Serdar, et al.

Karademir, Serdar, et al. “Irregular Polyomino Tiling via Integer Programming with Application in Phased Array Antenna Design.” Journal of Global Optimization, vol. 65, no. 2, 2016, pp. 137–73, https://doi.org/10.1007/s10898-015-0354-8.

Mehrmohamadi, Mahya, et al.

Mehrmohamadi, Mahya, et al. “Integrative Modelling of Tumour DNA Methylation Quantifies the Contribution of Metabolism.” Nature Communications, vol. 7, no. 1, 2016, p. 13666, https://doi.org/10.1038/ncomms13666.

Peshek, Timothy J., et al.

Peshek, Timothy J., et al. “Insights into Metastability of Photovoltaic Materials at the Mesoscale through Massive I–V Analytics.” Journal of Vacuum Science & Technology B, Nanotechnology and Microelectronics: Materials, Processing, Measurement, and Phenomena, vol. 34, no. 5, 2016, p. 050801, https://doi.org/10.1116/1.4960628.

Mentch, Lucas, and Giles Hooker. 

Mentch, Lucas, and Giles Hooker. “Formal Hypothesis Tests for Additive Structure in Random Forests.” Journal of Computational and Graphical Statistics, vol. 26, no. 3, July 2017, pp. 589–97, https://doi.org/10.1080/10618600.2016.1256817.

Haghanifar, Sajad, et al.

Haghanifar, Sajad, et al. “Ultrahigh-Transparency, Ultrahigh-Haze Nanograss Glass with Fluid-Induced Switchable Haze.” Optica, vol. 4, no. 12, Dec. 2017, p. 1522, https://doi.org/10.1364/OPTICA.4.001522.

Zhao, Xiayun, and David W. Rosen.

Zhao, Xiayun, and David W. Rosen. “A Data Mining Approach in Real-Time Measurement for Polymer Additive Manufacturing Process with Exposure Controlled Projection Lithography.” Journal of Manufacturing Systems, vol. 43, 2017, pp. 271–86, https://doi.org/10.1016/j.jmsy.2017.01.005.

Park, Won Min, et al. 

Park, Won Min, et al. “Modular Assembly of a Protein Nanotriangle Using Orthogonally Interacting Coiled Coils.” Scientific Reports, vol. 7, no. 1, 2017, p. 10577, https://doi.org/10.1038/s41598-017-10918-6.

Verma, Amit K., et al.

Verma, Amit K., et al. “Physics-Informed Network Models: A Data Science Approach to Metal Design.” Integrating Materials and Manufacturing Innovation, vol. 6, no. 4, 2017, pp. 279–87, https://doi.org/10.1007/s40192-017-0104-5.

Hu, Yang, et al.

Hu, Yang, et al. “A Nonrelational Data Warehouse for the Analysis of Field and Laboratory Data From Multiple Heterogeneous Photovoltaic Test Sites.” IEEE Journal of Photovoltaics, vol. 7, no. 1, 2017, pp. 230–36, https://doi.org/10.1109/JPHOTOV.2016.2626919.

Atamtürk, Alper, and Andrés Gómez. 

Atamtürk, Alper, and Andrés Gómez. “Strong Formulations for Quadratic Optimization with M-Matrices and Indicator Variables.” Mathematical Programming, vol. 170, no. 1, 2018, pp. 141–76, https://doi.org/10.1007/s10107-018-1301-5.

Chen, Mengjie, et al.

Chen, Mengjie, et al. “Robust Covariance and Scatter Matrix Estimation under Huber’s Contamination Model.” The Annals of Statistics, vol. 46, no. 5, 2018, pp. 1932–60, https://doi.org/10.1214/17-AOS1607.

Gordon, Devin A., et al.

Gordon, Devin A., et al. “Multivariate Multiple Regression Models of Poly(Ethylene-Terephthalate) Film Degradation under Outdoor and Multi-Stressor Accelerated Weathering Exposures.” PLOS ONE, edited by Christopher Michael Fellows, vol. 13, no. 12, Dec. 2018, p. e0209016, https://doi.org/10.1371/journal.pone.0209016.

Haghanifar, Sajad, et al.

Haghanifar, Sajad, et al. “Flexible Nanograss with Highest Combination of Transparency and Haze for Optoelectronic Plastic Substrates.” Nanotechnology, vol. 29, no. 42, Oct. 2018, p. 42LT01, https://doi.org/10.1088/1361-6528/aad671.

Hooker, Giles, and Lucas Mentch. 

Hooker, Giles, and Lucas Mentch. “Bootstrap Bias Corrections for Ensemble Methods.” Statistics and Computing, vol. 28, no. 1, 2018, pp. 77–86, https://doi.org/10.1007/s11222-016-9717-3.

Bruckman, Laura S., et al. 

Bruckman, Laura S., et al. “Cross-Correlation of Backsheet Degradation between Real-World Exposed Modules and Accelerated Exposures of Backsheet Materials(Conference Presentation).” Reliability of Photovoltaic Cells, Modules, Components, and Systems IX, edited by Neelkanth G. Dhere et al., SPIE, 2016, p. 3, https://doi.org/10.1117/12.2238162.

Balakrishnan, Viswanath, et al.

Balakrishnan, Viswanath, et al. “Real-Time Imaging of Self-Organization and Mechanical Competition in Carbon Nanotube Forest Growth.” ACS Nano, vol. 10, no. 12, Dec. 2016, pp. 11496–504, https://doi.org/10.1021/acsnano.6b07251.

Zhao, X., and D. W. Rosen.

Zhao, X., and D. W. Rosen. “Real-Time Interferometric Monitoring and Measuring of Photopolymerization Based Stereolithographic Additive Manufacturing Process: Sensor Model and Algorithm.” Measurement Science and Technology, vol. 28, no. 1, Jan. 2017, p. 015001, https://doi.org/10.1088/0957-0233/28/1/015001.

Simsek, Burcin, and Satish Iyengar.

Simsek, Burcin, and Satish Iyengar. “On the Distribution of Photon Counts with Censoring in Two-Photon Laser Scanning Microscopy.” Journal of Mathematical Imaging and Vision, vol. 58, no. 1, 2017, pp. 47–56, https://doi.org/10.1007/s10851-016-0690-4.

Braid, Jennifer L., et al.

Braid, Jennifer L., et al. “EL and I-V Correlation for Degradation of PERC vs. Al-BSF Commercial Modules in Accelerated Exposures.” 2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC) (A Joint Conference of 45th IEEE PVSC, 28th PVSEC & 34th EU PVSEC), IEEE, 2018, pp. 1261–66, https://doi.org/10.1109/PVSC.2018.8547420.

Wang, Baomin, and Paul W. Leu.

Wang, Baomin, and Paul W. Leu. “Enhanced Absorption in Silicon Nanocone Arrays for Photovoltaics.” Nanotechnology, vol. 23, no. 19, May 2012, p. 194003, https://doi.org/10.1088/0957-4484/23/19/194003.

Bedewy, Mostafa, et al. 

Bedewy, Mostafa, et al. “Diameter-Dependent Kinetics of Activation and Deactivation in Carbon Nanotube Population Growth.” Carbon, vol. 50, no. 14, 2012, pp. 5106–16, https://doi.org/10.1016/j.carbon.2012.06.051.

Wang, Baomin, and Paul W. Leu. 

Wang, Baomin, and Paul W. Leu. “Tunable and Selective Resonant Absorption in Vertical Nanowires.” Optics Letters, vol. 37, no. 18, Sept. 2012, p. 3756, https://doi.org/10.1364/OL.37.003756.

Zhao, Mengyuan, et al.

Zhao, Mengyuan, et al. “An L 1-Regularized Logistic Model for Detecting Short-Term Neuronal Interactions.” Journal of Computational Neuroscience, vol. 32, no. 3, 2012, pp. 479–97, https://doi.org/10.1007/s10827-011-0365-5.

Wheeler, Nicholas, et al.

Wheeler, Nicholas, et al. Data Science Study Protocols for Investigating Lifetime and Degradation of PV Technology Systems. 2014.

Hossain, Mohammad Akram, et al. 

Hossain, Mohammad Akram, et al. “Microinverter Thermal Performance in the Real-World: Measurements and Modeling.” PLOS ONE, edited by Xiaosong Hu, vol. 10, no. 7, July 2015, p. e0131279, https://doi.org/10.1371/journal.pone.0131279.

Wang, Baomin, and Paul W. Leu. 

Wang, Baomin, and Paul W. Leu. “High Index of Refraction Nanosphere Coatings for Light Trapping in Crystalline Silicon Thin Film Solar Cells.” Nano Energy, vol. 13, 2015, pp. 226–32, https://doi.org/10.1016/j.nanoen.2014.10.040.

Bedewy, Mostafa, et al.

Bedewy, Mostafa, et al. “Measurement of the Dewetting, Nucleation, and Deactivation Kinetics of Carbon Nanotube Population Growth by Environmental Transmission Electron Microscopy.” Chemistry of Materials, vol. 28, no. 11, June 2016, pp. 3804–13, https://doi.org/10.1021/acs.chemmater.6b00798.

Fada, Justin S., et al.

Fada, Justin S., et al. “Democratizing an Electroluminescence Imaging Apparatus and Analytics Project for Widespread Data Acquisition in Photovoltaic Materials.” Review of Scientific Instruments, vol. 87, no. 8, 2016, p. 085109, https://doi.org/10.1063/1.4960180.

Bruckman, Laura S., et al.

Bruckman, Laura S., et al. Photovoltaic Lifetime and Degradation Science Statistical Pathway Development: Acrylic Degradation. Edited by Neelkanth G. Dhere et al., 2013, p. 88250D, https://doi.org/10.1117/12.2024717.

Bedewy, Mostafa, and A. John Hart.

Bedewy, Mostafa, and A. John Hart. “Mechanical Coupling Limits the Density and Quality of Self-Organized Carbon Nanotube Growth.” Nanoscale, vol. 5, no. 7, 2013, p. 2928, https://doi.org/10.1039/c3nr34067h.

Veremyev, Alexander, et al.

Veremyev, Alexander, et al. “An Integer Programming Framework for Critical Elements Detection in Graphs.” Journal of Combinatorial Optimization, vol. 28, no. 1, 2014, pp. 233–73, https://doi.org/10.1007/s10878-014-9730-4.

Dryden, Daniel M., et al.

Dryden, Daniel M., et al. “Van Der Waals Interactions on the Mesoscale: Open-Science Implementation, Anisotropy, Retardation, and Solvent Effects.” Langmuir, vol. 31, no. 37, Sept. 2015, pp. 10145–53, https://doi.org/10.1021/acs.langmuir.5b00106.

Mirletz, Heather M., et al. 

Mirletz, Heather M., et al. “Degradation of Transparent Conductive Oxides: Interfacial Engineering and Mechanistic Insights.” Solar Energy Materials and Solar Cells, vol. 143, 2015, pp. 529–38, https://doi.org/10.1016/j.solmat.2015.07.030.

Sleiman, Mohamad, et al.

Sleiman, Mohamad, et al. “Soiling of Building Envelope Surfaces and Its Effect on Solar Reflectance – Part III: Interlaboratory Study of an Accelerated Aging Method for Roofing Materials.” Solar Energy Materials and Solar Cells, vol. 143, 2015, pp. 581–90, https://doi.org/10.1016/j.solmat.2015.07.031.

Ren, Zhao, et al.

Ren, Zhao, et al. “Asymptotic Normality and Optimalities in Estimation of Large Gaussian Graphical Models.” The Annals of Statistics, vol. 43, no. 3, 2015, pp. 991–1026, https://doi.org/10.1214/14-AOS1286.

Chen, Mengjie, et al.

Chen, Mengjie, et al. “A General Decision Theory for Huber’s $\epsilon$-Contamination Model.” Electronic Journal of Statistics, vol. 10, no. 2, 2016, pp. 3752–74, https://doi.org/10.1214/16-EJS1216.

Hooker, Giles, and Lucas Mentch.

Hooker, Giles, and Lucas Mentch. “Comments on: A Random Forest Guided Tour.” TEST, vol. 25, no. 2, 2016, pp. 254–60, https://doi.org/10.1007/s11749-016-0485-3.

Czanner, Gabriela, et al. 

Czanner, Gabriela, et al. “Theory of the Snowflake Plot and Its Relations to Higher-Order Analysis Methods.” Neural Computation, vol. 17, no. 7, 2005, pp. 1456–79, https://doi.org/10.1162/0899766053723041.

Busygin, Stanislav, et al.

Busygin, Stanislav, et al. “Feature Selection for Consistent Biclustering via Fractional 0–1 Programming.” Journal of Combinatorial Optimization, vol. 10, no. 1, 2005, pp. 7–21, https://doi.org/10.1007/s10878-005-1856-y.

Busygin, St., et al.

Busygin, St., et al. “An Optimization-Based Approach for Data Classification.” Optimization Methods and Software, vol. 22, no. 1, 2007, pp. 3–9, https://doi.org/10.1080/10556780600881639.

Murray, Myles P., et al.

Murray, Myles P., et al. “Durability of Materials in a Stress-Response Framework: Acrylic Materials for Photovoltaic Systems.” MRS Proceedings, vol. 1391, 2012, pp. mrsf11-1391-j05-06, https://doi.org/10.1557/opl.2012.1241.

Lee, Jaegeun, et al.

Lee, Jaegeun, et al. “Data Analytics Enables Significant Improvement of Robustness in Chemical Vapor Deposition of Carbon Nanotubes Based on Vacuum Baking.” Industrial & Engineering Chemistry Research, vol. 58, no. 27, July 2019, pp. 11999–2009, https://doi.org/10.1021/acs.iecr.9b01725.

Krimer, Leonid S., et al.

Krimer, Leonid S., et al. “Cluster Analysis–Based Physiological Classification and Morphological Properties of Inhibitory Neurons in Layers 2–3 of Monkey Dorsolateral Prefrontal Cortex.” Journal of Neurophysiology, vol. 94, no. 5, 2005, pp. 3009–22, https://doi.org/10.1152/jn.00156.2005.

Busygin, Stanislav, et al. 

Busygin, Stanislav, et al. “Biclustering in Data Mining.” Computers & Operations Research, vol. 35, no. 9, 2008, pp. 2964–87, https://doi.org/10.1016/j.cor.2007.01.005.

Mullowney, Paul, and Satish Iyengar. 

Mullowney, Paul, and Satish Iyengar. “Parameter Estimation for a Leaky Integrate-and-Fire Neuronal Model from ISI Data.” Journal of Computational Neuroscience, vol. 24, no. 2, 2008, pp. 179–94, https://doi.org/10.1007/s10827-007-0047-5.

Jariwala, Amit S., et al.

Jariwala, Amit S., et al. “A Process Planning Method for Thin Film Mask Projection Micro-Stereolithography.” Volume 2: 29th Computers and Information in Engineering Conference, Parts A and B, ASME, 2009, pp. 685–94, https://doi.org/10.1115/DETC2009-87532.

Bedewy, Mostafa, et al. 

Bedewy, Mostafa, et al. “Collective Mechanism for the Evolution and Self-Termination of Vertically Aligned Carbon Nanotube Growth.” The Journal of Physical Chemistry C, vol. 113, no. 48, Dec. 2009, pp. 20576–82, https://doi.org/10.1021/jp904152v.

Driscoll, Jonathan D., et al.

Driscoll, Jonathan D., et al. “Photon Counting, Censor Corrections, and Lifetime Imaging for Improved Detection in Two-Photon Microscopy.” Journal of Neurophysiology, vol. 105, no. 6, 2011, pp. 3106–13, https://doi.org/10.1152/jn.00649.2010.

Bedewy, Mostafa, et al.

Bedewy, Mostafa, et al. “Population Growth Dynamics of Carbon Nanotubes.” ACS Nano, vol. 5, no. 11, Nov. 2011, pp. 8974–89, https://doi.org/10.1021/nn203144f.

Trapp, Andrew C., et al.

Trapp, Andrew C., et al. “Thermoacoustic Heat Engine Modeling and Design Optimization.” Applied Thermal Engineering, vol. 31, no. 14–15, 2011, pp. 2518–28, https://doi.org/10.1016/j.applthermaleng.2011.04.017.

Dee, Nicholas T., et al.

Dee, Nicholas T., et al. “In Situ Mechanochemical Modulation of Carbon Nanotube Forest Growth.” Chemistry of Materials, vol. 31, no. 2, Jan. 2019, pp. 407–18, https://doi.org/10.1021/acs.chemmater.8b03627.

Verma, Amit K., et al.

Verma, Amit K., et al. “Screening of Heritage Data for Improving Toughness of Creep-Resistant Martensitic Steels.” Materials Science and Engineering: A, vol. 763, Aug. 2019, p. 138142, https://doi.org/10.1016/j.msea.2019.138142.

Iyengar, Satish, and Mainak Mazumdar.

Iyengar, Satish, and Mainak Mazumdar. “A Saddle Point Approximation for Certain Multivariate Tail Probabilities.” SIAM Journal on Scientific Computing, vol. 19, no. 4, 1998, pp. 1234–44, https://doi.org/10.1137/S1064827594277338.