Penn State University Park

  • United States

Research Output

2019

Machine learning and AI for long-term fault prognosis in complex manufacturing systems

Bukkapatnam, S. T. S., Afrin, K., Dave, D. & Kumara, S. R. T., 2019, In : CIRP Annals. 68, 1, p. 459-462 4 p.

Research output: Contribution to journalArticle

1 Scopus citations

Machine learning approach to auto-tagging online content for content marketing efficiency: A comparative analysis between methods and content type

Salminen, J., Yoganathan, V., Corporan, J., Jansen, B. J. & Jung, S. G., Aug 2019, In : Journal of Business Research. 101, p. 203-217 15 p.

Research output: Contribution to journalArticle

1 Scopus citations

Machine-learning based thermal-geometric predictive modeling of laser powder bed fusion additive manufacturing

Ren, Y., Wang, Q. & Michaleris, P., Jan 1 2019, Advanced Driver Assistance and Autonomous Technologies; Advances in Control Design Methods; Advances in Robotics; Automotive Systems; Design, Modeling, Analysis, and Control of Assistive and Rehabilitation Devices; Diagnostics and Detection; Dynamics and Control of Human-Robot Systems; Energy Optimization for Intelligent Vehicle Systems; Estimation and Identification; Manufacturing. American Society of Mechanical Engineers (ASME), v001t10a001. (ASME 2019 Dynamic Systems and Control Conference, DSCC 2019; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine Learning for Glass Modeling

Tandia, A., Onbasli, M. C. & Mauro, J. C., Jan 1 2019, Springer Handbooks. Springer, p. 1157-1192 36 p. (Springer Handbooks).

Research output: Chapter in Book/Report/Conference proceedingChapter

2 Scopus citations

Machine learning in clinical care: Quo vadis?

Honavar, V., Jul 2019, In : Indian Journal of Ophthalmology. 67, 7, p. 985-986 2 p.

Research output: Contribution to journalEditorial

Open Access
4 Scopus citations

MAGIC and Fermi-LAT gamma-ray results on unassociated HAWC sources

Ahnen, M. L., Ansoldi, S., Antonelli, L. A., Arcaro, C., Baack, D., Babić, A., Banerjee, B., Bangale, P., Barres De Almeida, U., Barrio, J. A., Becerra González, J., Bednarek, W., Bernardini, E., Berse, R. C., Berti, A., Bhattacharyya, W., Biland, A., Blanch, O., Bonnoli, G., Carosi, R. & 323 others, Carosi, A., Ceribella, G., Chatterjee, A., Colak, S. M., Colin, P., Colombo, E., Contreras, J. L., Cortina, J., Covino, S., Cumani, P., Da Vela, P., Dazzi, F., De Angelis, A., De Lotto, B., Delfino, Delgado, J., Di Pierro, F., Domínguez, A., Dominis Prester, D., Dorner, D., Doro, M., Einecke, S., Elsaesser, D., Fallah Ramazani, V., Fernández-Barral, A., Fidalgo, D., Fonseca, M. V., Font, L., Fruck, C., Galindo, D., García López, R. J., Garczarczyk, M., Gaug, M., Giammaria, P., Godinović, N., Gora, D., Guberman, D., Hadasch, D., Hahn, A., Hassan, T., Hayashida, M., Herrera, J., Hose, J., Hrupec, D., Ishio, K., Konno, Y., Kubo, H., Kushida, J., Kuvedić, D., Lelas, D., Lindfors, E., Lombardi, S., Longo, López, M., Maggio, C., Majumdar, P., Makariev, M., Maneva, G., Manganaro, M., Mannheim, K., Maraschi, L., Mariotti, M., Martínez, M., Masuda, S., Mazin, Mielke, K., Minev, M., Miranda, J. M., Mirzoyan, R., Moralejo, A., Moreno, V., Moretti, E., Nagayoshi, T., Neustroev, V., Niedzwiecki, A., Nievas Rosillo, M., Nigro, C., Nilsson, K., Ninci, D., Nishijima, K., Noda, K., Nogués, L., Paiano, S., Palacio, J., Paneque, D., Paoletti, R., Paredes, J. M., Pedaletti, G., Peresano, M., Persic, M., Prada Moroni, P. G., Prandini, E., Puljak, I., Garcia, J. R., Reichardt, I., Rhode, W., Ribó, M., Rico, J., Righi, C., Rugliancich, A., Saito, T., Satalecka, K., Schweizer, T., Sitarek, J., Šnidarić, I., Sobczynska, D., Stamerra, A., Strzys, M., Surić, T., Takahashi, M., Takalo, L., Tavecchio, F., Temnikov, P., Terzić, T., Teshima, Torres-Albà, N., Treves, A., Tsujimoto, S., Vanzo, G., Vazquez Acosta, M., Vovk, I., Ward, J. E., Will, M., Zarić, D., Albert, A., Alfaro, R., Alvarez, C., Arceo, R., Arteaga-Velázquez, J. C., Avila Rojas, D., Ayala Solares, H. A., Becerril, A., Belmont-Moreno, E., Benzvi, S. Y., Bernal, A., Braun, J., Caballero-Mora, K. S., Capistrán, T., Carramiñana, A., Casanova, S., Castillo, M., Cotti, U., Cotzomi, J., Coutiño De León, S., De León, C., De La Fuente, E., Diaz Hernandez, R., Dichiara, S., Dingus, B. L., Duvernois, M. A., Díaz-Vélez, J. C., Ellsworth, R. W., Engel, K., Enriquez-Rivera, O., Fiorino, D., Fleischhack, H., Fraija, N., García-González, J. A., Garfias, F., González-Muñoz, A., González, M. M., Goodman, J. A., Hampel-Arias, Z., Harding, J. P., Hernandez, S., Hueyotl-Zahuantitla, F., Hui, C. M., Hüntemeyer, P., Iriarte, A., Jardin-Blicq, A., Joshi, V., Kaufmann, S., Lara, A., Lauer, R. J., Lee, W. H., Lennarz, D., León Vargas, H., Linnemann, J. T., Longinotti, A. L., Luis-Raya, G., Luna-García, R., López-Coto, Malone, K., Marinelli, S. S., Martinez, O., Martinez-Castellanos, I., Martínez-Castro, J., Martínez-Huerta, H., Matthews, J. A., Miranda-Romagnoli, P., Moreno, E., Mostafá, M., Nayerhoda, A., Nellen, L., Newbold, M., Nisa, M. U., Noriega-Papaqui, R., Pelayo, R., Pretz, J., Pérez-Pérez, E. G., Ren, Z., Rho, C. D., Rivière, C., Rosa-González, D., Rosenberg, M., Ruiz-Velasco, E., Salesa Greus, F., Sandoval, A., Schneider, M., Seglar Arroyo, M., Sinnis, G., Smith, A. J., Springer, R. W., Surajbali, P., Taboada, I., Tibolla, O., Tollefson, K., Torres, I., Ukwatta, T. N., Vianello, G., Villaseñor, L., Werner, F., Westerhoff, S., Wood, J., Yapici, T., Yodh, G., Zepeda, A., Zhou, H., Álvarez, J. D., Ajello, M., Baldini, L., Barbiellini, G., Berenji, B., Bissaldi, E., Blandford, R. D., Bonino, R., Bottacini, Brandt, T. J., Bregeon, J., Bruel, P., Cameron, R. A., Caputo, R., Caraveo, P. A., Castro, D., Cavazzuti, E., Chiaro, G., Ciprini, Costantin, D., D'Ammando, De Palma, F., Desai, A., Di Lalla, N., Di Mauro, M., Di Venere, L., Domínguez, A., Favuzzi, C., Fukazawa, Y., Funk, S., Fusco, Gargano, F., Gasparrini, Giglietto, N., Giordano, Giroletti, M., Glanzman, T., Green, D., Grenier, I. A., Guiriec, S., Harding, A. K., Hays, E., Hewitt, J. W., Horan, D., Jóhannesson, Kuss, M., Larsson, Liodakis, I., Longo, Loparco, F., Lubrano, P., Magill, J. D., Maldera, S., Manfreda, A., Mazziotta, M. N., Mereu, I., Michelson, P. F., Mizuno, T., Monzani, M. E., Morselli, A., Moskalenko, I. V., Negro, M., Nuss, E., Omodei, N., Orienti, M., Orlando, E., Ormes, J. F., Palatiello, M., Paliya, V. S., Persic, M., Pesce-Rollins, M., Petrosian, V., Piron, F., Porter, T. A., Principe, G., Rainò, S., Rani, B., Razzano, M., Razzaque, S., Reimer, A., Reimer, Sgrò, C., Siskind, E. J., Spandre, G., Spinelli, Tajima, H., Takahashi, M., Thayer, J. B., Thompson, D. J., Torres, D. F., Torresi, E., Troja, E., Valverde, J., Wood, K. & Yassine, May 1 2019, In : Monthly Notices of the Royal Astronomical Society. 485, 1, p. 356-366 11 p.

Research output: Contribution to journalArticle

Magma storage and diking revealed by GPS and InSAR geodesy at Pacaya volcano, Guatemala

Lechner, H. N., Wauthier, C., Waite, G. P. & Escobar-Wolf, R., Mar 1 2019, In : Bulletin of Volcanology. 81, 3, 18.

Research output: Contribution to journalArticle

Magnetic anisotropy and debris-dependent rheological heterogeneity within stratified basal ice

Hopkins, N. R., Evenson, E. B., Bilardello, D., Alley, R. B., Berti, C. & Kodama, K. P., Oct 1 2019, In : Journal of Glaciology. 65, 253, p. 770-779 10 p.

Research output: Contribution to journalArticle

Open Access

Magnetic assembly of polymer nanocomposites and their properties

Atescan, Y., Spencer, M. P. & Yamamoto, N., Jan 1 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, (AIAA Scitech 2019 Forum).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic frustration control through tunable stereochemically driven disorder in entropy-stabilized oxides

Meisenheimer, P. B., Williams, L. D., Sung, S. H., Gim, J., Shafer, P., Kotsonis, G. N., Maria, J. P., Trassin, M., Hovden, R., Kioupakis, E. & Heron, J. T., Oct 28 2019, In : Physical Review Materials. 3, 10, 104420.

Research output: Contribution to journalArticle

1 Scopus citations

Magnetic resonance induced pseudoelectric field and giant current response in axion insulators

Yu, J., Zang, J. & Liu, C. X., Aug 27 2019, In : Physical Review B. 100, 7, 075303.

Research output: Contribution to journalArticle

2 Scopus citations

Magnetization switching using topological surface states

Li, P., Kally, J., Zhang, S. S. L., Pillsbury, T., Ding, J., Csaba, G., Ding, J., Jiang, J. S., Liu, Y., Sinclair, R., Bi, C., DeMann, A., Rimal, G., Zhang, W., Field, S. B., Tang, J., Wang, W., Heinonen, O. G., Novosad, V., Hoffmann, A. & 2 others, Samarth, N. & Wu, M., Aug 30 2019, In : Science Advances. 5, 8, eaaw3415.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Magnitude and Chronicity of Environmental Smoke Exposure Across Infancy and Early Childhood in a Sample of Low-Income Children

Gatzke-Kopp, L. M., Willoughby, M. T., Warkentien, S. M., O'Connor, T., Granger, D. A. & Blair, C., Nov 1 2019, In : Nicotine and Tobacco Research. 21, 12, p. 1665-1672 8 p.

Research output: Contribution to journalArticle

Open Access
2 Scopus citations

Magnocellular and parvocellular pathway contributions to facial threat cue processing

Cushing, C. A., Im, H. Y., Adams, R. B., Ward, N. & Kveraga, K., Feb 1 2019, In : Social cognitive and affective neuroscience. 14, 2, p. 151-162 12 p.

Research output: Contribution to journalArticle

Open Access

Maintaining and Attaining Educational Expectations: A Two-Cohort Longitudinal Study of Hispanic Youth

May, E. M. & Witherspoon, D. P., Jan 1 2019, (Accepted/In press) In : Developmental psychology.

Research output: Contribution to journalArticle

1 Scopus citations

Maintaining social connections through direct link placement in wireless networks

Qiu, L., Ma, L. & Cao, G., Jul 2019, Proceedings - 2019 39th IEEE International Conference on Distributed Computing Systems, ICDCS 2019. Institute of Electrical and Electronics Engineers Inc., p. 453-463 11 p. 8884806. (Proceedings - International Conference on Distributed Computing Systems; vol. 2019-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Making (and framing) the connection between housing affordability and health

Ortiz, S. E., Jan 1 2019, In : American journal of public health. 109, 9, p. 1168-1169 2 p.

Research output: Contribution to journalEditorial

Making healthcare infrastructure work: Unpacking the Infrastructuring work of Individuals

Gui, X. & Chen, Y., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Making pastoralists count: Geospatial methods for the health surveillance of nomadic populations

Wild, H., Glowacki, L., Maples, S., Mejía-Guevara, I., Krystosik, A., Bonds, M. H., Hiruy, A., LaBeaud, A. D. & Barry, M., Jan 1 2019, In : American Journal of Tropical Medicine and Hygiene. 101, 3, p. 661-669 9 p.

Research output: Contribution to journalArticle

Open Access

Malaria eradication within a generation: ambitious, achievable, and necessary

Feachem, R. G. A., Chen, I., Akbari, O., Bertozzi-Villa, A., Bhatt, S., Binka, F., Boni, M. F., Buckee, C., Dieleman, J., Dondorp, A., Eapen, A., Sekhri Feachem, N., Filler, S., Gething, P., Gosling, R., Haakenstad, A., Harvard, K., Hatefi, A., Jamison, D., Jones, K. E. & 21 others, Karema, C., Kamwi, R. N., Lal, A., Larson, E., Lees, M., Lobo, N. F., Micah, A. E., Moonen, B., Newby, G., Ning, X., Pate, M., Quiñones, M., Roh, M., Rolfe, B., Shanks, D., Singh, B., Staley, K., Tulloch, J., Wegbreit, J., Woo, H. J. & Mpanju-Shumbusho, W., Sep 21 2019, In : The Lancet. 394, 10203, p. 1056-1112 57 p.

Research output: Contribution to journalReview article

12 Scopus citations

Malawi's energy needs and agroforestry: Impact of woodlots on fuelwood sales

Toth, G. G., Nair, P. K. R., Jacobson, M., Widyaningsih, Y. & Duffy, C. P., Jun 2019, In : Energy for Sustainable Development. 50, p. 101-108 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Malicious corruption-resilient wide-area oscillation monitoring using principal component pursuit

Mahapatra, K. & Chaudhuri, N. R., Mar 2019, In : IEEE Transactions on Smart Grid. 10, 2, p. 1813-1825 13 p., 8120129.

Research output: Contribution to journalArticle

1 Scopus citations

MALMEM: model averaging in linear measurement error models

Zhang, X., Ma, Y. & Carroll, R. J., Jan 1 2019, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 81, 4, p. 763-779 17 p.

Research output: Contribution to journalArticle

Malthus meets Green Lantern: comic book representation of Malthusian concerns

Veitch, A. & Kulcsar, L., Jan 1 2019, In : Journal of Graphic Novels and Comics. 10, 1, p. 140-154 15 p.

Research output: Contribution to journalArticle

Mammalian Sex Chromosome Structure, Gene Content, and Function in Male Fertility

Liu, W. S., Feb 15 2019, In : Annual Review of Animal Biosciences. 7, p. 103-124 22 p.

Research output: Contribution to journalReview article

4 Scopus citations

Managers moving on up (or out): Linking self-other agreement on leadership behaviors to succession planning and voluntary turnover

Carter, K. M., Gonzalez-Mulé, E., Mount, M. K., Oh, I. S. & Zachar, L. S., Dec 2019, In : Journal of Vocational Behavior. 115, 103328.

Research output: Contribution to journalArticle

3 Scopus citations

Managing fertility with animal waste to promote arthropod pest suppression

Rowen, E., Tooker, J. F. & Blubaugh, C. K., Jul 2019, In : Biological Control. 134, p. 130-140 11 p.

Research output: Contribution to journalReview article

3 Scopus citations

Managing high-end ex-demonstration product returns

Muyldermans, L., Van Wassenhove, L. N. & Guide, V. D. R., Aug 16 2019, In : European Journal of Operational Research. 277, 1, p. 195-214 20 p.

Research output: Contribution to journalArticle

Managing nitrogen through cover crop species selection in the U.S. Mid-Atlantic

Kaye, J., Finney, D., White, C., Bradley, B., Schipanski, M., Alonso-Ayuso, M., Hunter, M., Burgess, M. & Mejia, C., Apr 2019, In : PloS one. 14, 4, e0215448.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Mandibular dysmorphology due to abnormal embryonic osteogenesis in FGFR2-related craniosynostosis mice

Perrine, S. M. M., Wu, M., Stephens, N. B., Kriti, D., Van Bakel, H., Jabs, E. W. & Richtsmeier, J. T., Jan 1 2019, In : DMM Disease Models and Mechanisms. 12, 5, dmm.038513.

Research output: Contribution to journalArticle

Open Access

Manifestly dual-conformal loop integration

Bourjaily, J. L., Dulat, F. & Panzer, E., May 2019, In : Nuclear Physics B. 942, p. 251-302 52 p.

Research output: Contribution to journalArticle

Open Access
5 Scopus citations

Manipulating the Mechanical Response of Hydrophobically Cross-Linked Hydrogels with Ionic Associations

Wang, C., Deitrick, K., Seo, J., Cheng, Z., Zacharia, N. S., Weiss, R. A. & Vogt, B. D., Aug 27 2019, In : Macromolecules. 52, 16, p. 6055-6067 13 p.

Research output: Contribution to journalArticle

2 Scopus citations

Manipulating topological transformations of polar structures through real-time observation of the dynamic polarization evolution

Du, K., Zhang, M., Dai, C., Zhou, Z. N., Xie, Y. W., Ren, Z. H., Tian, H., Chen, L. Q., Van Tendeloo, G. & Zhang, Z., Dec 1 2019, In : Nature communications. 10, 1, 4864.

Research output: Contribution to journalArticle

Open Access

Manipulating Wild and Tamed Phytobiomes: Challenges and Opportunities

Bell, T. H., Hockett, K., Alcalá-Briseño, R. I., Barbercheck, M., Beattie, G. A., Bruns, M. A., Carlson, J., Chung, T., Collins, A., Emmett, B., Esker, P., Garrett, K., Glenna, L., Gugino, B. K., Jimenez Gasco, M. D. M., Kinkel, L., Kovac, J., Kowalski, K., Kuldau, G., Leveau, J. & 10 others, Michalska-Smith, M., Myrick, J., Peter, K., Salazar, M. V., Shade, A., Stopnisek, N., Tan, X., Welty, A., Wickings, K. & Yergeau, E., Mar 13 2019, In : Phytobiomes Journal.

Research output: Contribution to journalArticle

2 Scopus citations

Manipulation of aphid behavior by a persistent plant virus

Safari, M., Ferrari, M. J. & Roossinck, M. J., May 1 2019, In : Journal of virology. 93, 9, e01781-18.

Research output: Contribution to journalArticle

6 Scopus citations

Many facets of dynamic plasticity in plants

Yang, X. & Mackenzie, S. A., Oct 2019, In : Cold Spring Harbor Perspectives in Biology. 11, 10, a034629.

Research output: Contribution to journalArticle

Mapping core concepts of person-centered care in long-term services and supports

Behrens, L. L., McGhan, G., Abbott, K. M., Fick, D. M., Kolanowski, A. M., Liu, Y., Buck, H. G., Roes, M., Heid, A. R., Spector, A. & Van Haitsma, K., Feb 1 2019, In : Journal of gerontological nursing. 45, 2, p. 7-13 7 p.

Research output: Contribution to journalArticle

1 Scopus citations

Mapping Crustal Shear Wave Velocity Structure and Radial Anisotropy Beneath West Antarctica Using Seismic Ambient Noise

O'Donnell, J. P., Brisbourne, A. M., Stuart, G. W., Dunham, C. K., Yang, Y., Nield, G. A., Whitehouse, P. L., Nyblade, A. A., Wiens, D. A., Anandakrishnan, S., Aster, R. C., Huerta, A. D., Lloyd, A. J., Wilson, T. & Winberry, J. P., Nov 1 2019, In : Geochemistry, Geophysics, Geosystems. 20, 11, p. 5014-5037 24 p.

Research output: Contribution to journalArticle

Mapping diagenesis in archaeological human bones

Rasmussen, K. L., Milner, G., Skytte, L., Lynnerup, N., Thomsen, J. L. & Boldsen, J. L., Dec 1 2019, In : Heritage Science. 7, 1, 41.

Research output: Contribution to journalArticle

Open Access
1 Scopus citations

Mapping hydroxyl variability throughout the global remote troposphere via synthesis of airborne and satellite formaldehyde observations

Wolfe, G. M., Nicely, J. M., Clair, J. M. S., Hanisco, T. F., Liao, J., Oman, L. D., Brune, W. B., Miller, D., Thames, A., Abad, G. G., Ryerson, T. B., Thompson, C. R., Peischl, J., McCain, K., Sweeney, C., Wennberg, P. O., Kim, M., Crounse, J. D., Hall, S. R., Ullmann, K. & 4 others, Diskin, G., Bui, P., Chang, C. & Dean-Day, J., Jun 4 2019, In : Proceedings of the National Academy of Sciences of the United States of America. 166, 23, p. 11171-11180 10 p.

Research output: Contribution to journalArticle

5 Scopus citations

Mapping natural fracture networks using stochastic and machine learning approaches

Chandna, A. & Srinivasan, S., Jan 1 2019, p. 250-254. 5 p.

Research output: Contribution to conferencePaper

Mapping online hate: A scientometric analysis on research trends and hotspots in research on online hate

Waqas, A., Salminen, J., Jung, S. G., Almerekhi, H. & Jansen, B. J., Jan 1 2019, In : PloS one. 14, 9, e0222194.

Research output: Contribution to journalArticle

Open Access

Mapping the increasing sophistication of students’ understandings of plate tectonics: A learning progressions approach

McDonald, S. P., Bateman, K., Gall, H., Tanis-Ozcelik, A., Webb, A. & Furman, T., Jan 2 2019, In : Journal of Geoscience Education. 67, 1, p. 83-96 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Mapping vaccination coverage to explore the effects of delivery mechanisms and inform vaccination strategies

Utazi, C. E., Thorley, J., Alegana, V. A., Ferrari, M. J., Takahashi, S., Metcalf, C. J. E., Lessler, J., Cutts, F. T. & Tatem, A. J., Dec 1 2019, In : Nature communications. 10, 1, 1633.

Research output: Contribution to journalArticle

Open Access
4 Scopus citations

Marine probiotics: increasing coral resistance to bleaching through microbiome manipulation

Rosado, P. M., Leite, D. C. A., Duarte, G. A. S., Chaloub, R. M., Jospin, G., Nunes da Rocha, U., P. Saraiva, J., Dini-Andreote, F., Eisen, J. A., Bourne, D. G. & Peixoto, R. S., Apr 1 2019, In : ISME Journal. 13, 4, p. 921-936 16 p.

Research output: Contribution to journalArticle

Open Access
27 Scopus citations

Market deregulation and nuclear safety

Lei, Z. & Tsai, C. H., Aug 2019, In : Energy Economics. 82, p. 62-67 6 p.

Research output: Contribution to journalArticle

2 Scopus citations

Markov models — hidden Markov models

Grewal, J. K., Krzywinski, M. & Altman, N., Sep 1 2019, In : Nature methods. 16, 9, p. 795-796 2 p.

Research output: Contribution to journalArticle

1 Scopus citations