Search Results - "Muckley, Eric S."

SMART transfer method to directly compare the mechanical response of water-supported and free-standing ultrathin polymeric films by Galuska, Luke A., Muckley, Eric S., Cao, Zhiqiang, Ehlenberg, Dakota F., Qian, Zhiyuan, Zhang, Song, Rondeau-Gagné, Simon, Phan, Minh D., Ankner, John F., Ivanov, Ilia N., Gu, Xiaodan

“…Intrinsic mechanical properties of sub-100 nm thin films are markedly difficult to obtain, yet an ever-growing necessity for emerging fields such as soft…”
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Machine Learning‐Enabled Correlation and Modeling of Multimodal Response of Thin Film to Environment on Macro and Nanoscale Using “Lab‐on‐a‐Crystal” by Muckley, Eric S., Collins, Liam, Srijanto, Bernadeta R., Ivanov, Ilia N.

“…To close the feedback loop between artificial intellegence‐controlled materials synthesis and characterization, material functionality must be rapidly tested…”
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New Insights on Electro-Optical Response of Poly(3,4-ethylenedioxythiophene):Poly(styrenesulfonate) Film to Humidity by Muckley, Eric S, Jacobs, Christopher B, Vidal, Keith, Mahalik, Jyoti P, Kumar, Rajeev, Sumpter, Bobby G, Ivanov, Ilia N

“…Understanding the relative humidity (RH) response of poly­(3,4-ethylenedioxythiophene):poly­(styrenesulfonate) (PEDOT:PSS) is critical for improving the…”
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UV-activated ZnO films on a flexible substrate for room temperature O2 and H2O sensing by Jacobs, Christopher B., Maksov, Artem B., Muckley, Eric S., Collins, Liam, Mahjouri-Samani, Masoud, Ievlev, Anton, Rouleau, Christopher M., Moon, Ji-Won, Graham, David E., Sumpter, Bobby G., Ivanov, Ilia N.

“…We demonstrate that UV-light activation of polycrystalline ZnO films on flexible polyimide (Kapton) substrates can be used to detect and differentiate between…”
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Application of Multiharmonic QCM-D for Detection of Plasmin at Hydrophobic Surfaces Modified by β-Casein by Spagnolo, Sandro, Muckley, Eric S., Ivanov, Ilia N., Hianik, Tibor

“…Plasmin protease plays an important role in many processes in living systems, including milk. Monitoring plasmin activity is important for control of the…”
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Exploring Transport Behavior in Hybrid Perovskites Solar Cells via Machine Learning Analysis of Environmental‐Dependent Impedance Spectroscopy by Kim, Dohyung, Muckley, Eric S., Creange, Nicole, Wan, Ting Hei, Ann, Myung Hyun, Quattrocchi, Emanuele, Vasudevan, Rama K., Kim, Jong H., Ciucci, Francesco, Ivanov, Ilia N., Kalinin, Sergei V., Ahmadi, Mahshid

“…Hybrid organic–inorganic perovskites are one of the promising candidates for the next‐generation semiconductors due to their superlative optoelectronic…”
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Materials informatics and sustainability—The case for urgency by Melia, Hannah R., Muckley, Eric S., Saal, James E.

“…The development of transformative technologies for mitigating our global environmental and technological challenges will require significant innovation in the…”
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Analysis of trypsin activity at β-casein layers formed on hydrophobic surfaces using a multiharmonic acoustic method by Spagnolo, Sandro, Muckley, Eric S, Ivanov, Ilia N, Hianik, Tibor

“…Proteolysis of milk proteins, such as caseins, caused by milk proteases, can change the organoleptic and nutritional characteristics of milk, and therefore it…”
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PEDOT:PSS/QCM-based multimodal humidity and pressure sensor by Muckley, Eric S., Lynch, James, Kumar, Rajeev, Sumpter, Bobby, Ivanov, Ilia N.

“…[Display omitted] •A single sensor was fabricated to measure both relative humidity (RH) and pressure.•The sensor has <4% RH resolution from 0 to 100% RH, even…”
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Multimodality of Structural, Electrical, and Gravimetric Responses of Intercalated MXenes to Water by Muckley, Eric S, Naguib, Michael, Wang, Hsiu-Wen, Vlcek, Lukas, Osti, Naresh C, Sacci, Robert L, Sang, Xiahan, Unocic, Raymond R, Xie, Yu, Tyagi, Madhusudan, Mamontov, Eugene, Page, Katharine L, Kent, Paul R. C, Nanda, Jagjit, Ivanov, Ilia N

“…Understanding of structural, electrical, and gravimetric peculiarities of water vapor interaction with ion-intercalated MXenes led to design of a multimodal…”
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The Block Copolymer Phase Behavior Database by Rebello, Nathan J., Arora, Akash, Mochigase, Hidenobu, Lin, Tzyy-Shyang, Shi, Jiale, Audus, Debra J., Muckley, Eric S., Osmani, Ardiana, Olsen, Bradley D.

“…The Block Copolymer Database (BCDB) is a platform that allows users to search, submit, visualize, benchmark, and download experimental phase measurements and…”
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Machine Intelligence-Centered System for Automated Characterization of Functional Materials and Interfaces by Muckley, Eric S., Vasudevan, Rama, Sumpter, Bobby G., Advincula, Rigoberto C., Ivanov, Ilia N.

“…Classic design of experiment relies on a time-intensive workflow that requires planning, data interpretation, and hypothesis building by experienced…”
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Machine learning enabled acoustic detection of sub-nanomolar concentration of trypsin and plasmin in solution by Tatarko, Marek, Muckley, Eric S., Subjakova, Veronika, Goswami, Monojoy, Sumpter, Bobby G., Hianik, Tibor, Ivanov, Ilia N.

“…[Display omitted] •Demonstrated a low cost reusable sensor platform for detection of trypsin and plasmin based on self-assembled layer of casein.•Demonstrated…”
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Interpretable models for extrapolation in scientific machine learning by Muckley, Eric S, Saal, James E, Meredig, Bryce, Roper, Christopher S, Martin, John H

“…Data-driven models are central to scientific discovery. In efforts to achieve state-of-the-art model accuracy, researchers are employing increasingly complex…”
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Quantifying the performance of machine learning models in materials discovery by Borg, Christopher K. H, Muckley, Eric S, Nyby, Clara, Saal, James E, Ward, Logan, Mehta, Apurva, Meredig, Bryce

“…The predictive capabilities of machine learning (ML) models used in materials discovery are typically measured using simple statistics such as the…”
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Hierarchical TiO2:Cu2O Nanostructures for Gas/Vapor Sensing and CO2 Sequestration by Muckley, Eric S, Aytug, Tolga, Mayes, Richard, Lupini, Andrew R, Carrillo, Jan-Michael Y, Goswami, Monojoy, Sumpter, Bobby G, Ivanov, Ilia N

“…We investigate the effect of high-surface-area self-assembled TiO2:Cu2O nanostructures for CO2 and relative humidity gravimetric detection using…”
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Indirect electrochemical method for high accuracy quantification of protein adsorption on gold surfaces by Bakos, István, Vass, Ádám, Muckley, Eric S., Ivanov, Ilia N., Keresztes, Zsófia

“…[Display omitted] •Protein adsorption on gold surface is measured via underpotentially deposited copper.•Surface roughness and microstructure dependent…”
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Correlation of Spatiotemporal Dynamics of Polarization and Charge Transport in Blended Hybrid Organic–Inorganic Perovskites on Macro- and Nanoscales by Collins, Liam, Muckley, Eric S, Tsai, Hsinhan, Ghosh, Dibyajyoti, Neukirch, Amanda J, Tretiak, Sergei, Kalinin, Sergei V, Nie, Wanyi, Ivanov, Ilia N

“…Progress in flexible organic electronics necessitates a full understanding of how local inhomogeneities impact electronic and ionic conduction pathways and…”
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Environmental Gating and Galvanic Effects in Single Crystals of Organic–Inorganic Halide Perovskites by Ahmadi, Mahshid, Muckley, Eric S, Ivanov, Ilia N, Lorenz, Matthias, Li, Xin, Ovchinnikova, Olga, Lukosi, Eric D, Tisdale, Jeremy T, Blount, Ethan, Kravchenko, Ivan I, Kalinin, Sergei V, Hu, Bin, Collins, Liam

“…Understanding the impact of environmental gaseous on the surface of organometal halide perovskites (OMHPs) couples to the electronic and ionic transport is…”
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Multi-mode humidity sensing with water-soluble copper phthalocyanine for increased sensitivity and dynamic range by Muckley, Eric S., Jacobs, Christopher B., Vidal, Keith, Lavrik, Nickolay V., Sumpter, Bobby G., Ivanov, Ilia N.

“…Aqueous solubility of copper phthalocyanine-3,4′,4″,4″′-tetrasulfonic acid tetrasodium salt (CuPcTs) enables fabrication of flexible electronic devices by low…”
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