Applications of Probabilistic Machine Learning Models to Semiconductor Fabrication by Lang, Christopher Ilic

“…These methods are often less prone to overfitting compared to alternative machine learning methods, while still being flexible enough to model complex systems. Specifically, we investigate the application of probabilistic machine learning methods in four distinct case studies. …”
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Supply chain packaging : packaging for optimal inter-region distribution center operations and damage prevention by Obatoyinbo, Adesunloye

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Stochastic optimization methods for structure learning in Gaussian graphical models and the general log-determinant optimization by Wu, Songwei

“…Graphical models compactly represent the most significant interactions of multivariate probability distributions, provide an efficient inference framework to answer challenging statistical queries, and incorporate both expert knowledge with data to extract information from complex systems. When the graphical model is assumed to be Gaussian, the resulting model features attractive properties and appears frequently in cutting-edge applications. …”
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High resolution indoor localization system using ultra wideband impulse radio by Vashistha, Ankush

“…Internet of things (IoT) is an emerging technology which enables integration of billions of objects and complex systems over internet with the help of many technologies such as Wi-Fi, ZigBee, Bluetooth, UWB etc. …”
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Nonreciprocal electrical transport in two-dimensional heterostructures by Li, Shengyao

“…Despite the ubiquity of nonreciprocal electrical transport in various complex systems, the origin can be simplified into two categories based on microscopic mechanisms, namely, chiral and polar structures. …”
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Beyond Gaussian : copula graphical models for non-Gaussian data by Yu, Hang

“…Graphical models, which can be viewed as a marriage of graph theory and probability theory, provide a powerful formalism for multivariate statistical modeling of complex systems. Graphical models harness the complexity of large-scale systems by representing the statistical relations among a large number of variables in a compact manner. …”
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Mixed Cation Halide Perovskite under Environmental and Physical Stress by Rosanna Larciprete, Antonio Agresti, Sara Pescetelli, Hanna Pazniak, Andrea Liedl, Paolo Lacovig, Daniel Lizzit, Ezequiel Tosi, Silvano Lizzit, Aldo Di Carlo

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Evaluating the potential footprints of land use and land cover and climate dynamics on atmospheric pollution in Pakistan by Adil Dilawar, Adil Dilawar, Baozhang Chen, Baozhang Chen, Baozhang Chen, Zia Ul-Haq, Shahbaz Ali, Shahbaz Ali, Meer Muhammad Sajjad, Meer Muhammad Sajjad, Fang Junjun, Fang Junjun, Twekel M. Gemechu, Twekel M. Gemechu, Man Guo, Hamza Dilawar, Huifang Zhang, Huifang Zhang, Zheng Zicheng, Zheng Zicheng, Ehtisham Lodhi, Ehtisham Lodhi

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Science–policy challenges for biodiversity, public health and urbanization: examples from Belgium by H Keune, C Kretsch, G De Blust, M Gilbert, L Flandroy, K Van den Berge, V Versteirt, T Hartig, L De Keersmaecker, H Eggermont, D Brosens, J Dessein, S Vanwambeke, A H Prieur-Richard, H Wittmer, A Van Herzele, C Linard, P Martens, E Mathijs, I Simoens, P Van Damme, F Volckaert, P Heyman, T Bauler

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PP2A is activated by cytochrome c upon formation of a diffuse encounter complex with SET/TAF-Iβ by Miguel Á. Casado-Combreras, Francisco Rivero-Rodríguez, Carlos A. Elena-Real, Dmitry Molodenskiy, Antonio Díaz-Quintana, Marlène Martinho, Guillaume Gerbaud, Katiuska González-Arzola, Adrián Velázquez-Campoy, Dmitri Svergun, Valérie Belle, Miguel A. De la Rosa, Irene Díaz-Moreno

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Comparing behavioral risk assessment strategies for quantifying biosecurity compliance to mitigate animal disease spread by Eric M. Clark, Eric M. Clark, Scott C. Merrill, Scott C. Merrill, Scott C. Merrill, Luke Trinity, Luke Trinity, Tung-Lin Liu, Aislinn O'Keefe, Trisha Shrum, Trisha Shrum, Gabriela Bucini, Gabriela Bucini, Nicholas Cheney, Nicholas Cheney, Ollin D. Langle-Chimal, Ollin D. Langle-Chimal, Christopher Koliba, Christopher Koliba, Christopher Koliba, Asim Zia, Asim Zia, Asim Zia, Julia M. Smith, Julia M. Smith

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Evaluating Temporal Correlations in Time Series Using Permutation Entropy, Ordinal Probabilities and Machine Learning by Bruno R. R. Boaretto, Roberto C. Budzinski, Kalel L. Rossi, Thiago L. Prado, Sergio R. Lopes, Cristina Masoller

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No Evidence of SARS-CoV-2 Infection in Wild Mink (<i>Mustela lutreola</i> and <i>Neogale vison</i>) from Northern Spain during the First Two Years of Pandemic by Sergio Villanueva-Saz, Jacobo Giner, Ana María Palomar, María Asunción Gómez, Madis Põdra, María del Carmen Aranda, María de los Ángeles Jiménez, Patricia Lizarraga, Raquel Hernández, Aránzazu Portillo, José Antonio Oteo, Ignacio Ruíz-Arrondo, María Dolores Pérez, Ana Pilar Tobajas, Maite Verde, Delia Lacasta, Diana Marteles, Ramón Hurtado-Guerrero, Llipsy Santiago, Héctor Ruíz, Antonio Fernández

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Effects of message delivery on cross-cultural biosecurity compliance: Insights from experimental simulations by Tung-Lin Liu, Tung-Lin Liu, Tung-Lin Liu, Scott C. Merrill, Scott C. Merrill, Scott C. Merrill, Aislinn O'Keefe, Aislinn O'Keefe, Eric M. Clark, Eric M. Clark, Ollin D. Langle-Chimal, Ollin D. Langle-Chimal, Ollin D. Langle-Chimal, Luke Trinity, Luke Trinity, Trisha R. Shrum, Trisha R. Shrum, Christopher Koliba, Christopher Koliba, Christopher Koliba, Asim Zia, Asim Zia, Asim Zia, Asim Zia, Timothy L. Sellnow, Deanna D. Sellnow, Julia M. Smith

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COVID-19 transmission driven by age-group mathematical model in Shijiazhuang City of China by Fengying Wei, Ruiyang Zhou, Zhen Jin, Senzhong Huang, Zhihang Peng, Jinjie Wang, Ximing Xu, Xinyan Zhang, Jun Xu, Yao Bai, Xiaoli Wang, Bulai Lu, Zhaojun Wang, Jianguo Xu

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Earth system modeling with endogenous and dynamic human societies: the copan:CORE open World–Earth modeling framework by J. F. Donges, J. F. Donges, J. F. Donges, J. Heitzig, J. Heitzig, W. Barfuss, W. Barfuss, M. Wiedermann, J. A. Kassel, J. A. Kassel, T. Kittel, J. J. Kolb, J. J. Kolb, T. Kolster, T. Kolster, F. Müller-Hansen, F. Müller-Hansen, I. M. Otto, K. B. Zimmerer, K. B. Zimmerer, W. Lucht, W. Lucht, W. Lucht

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Admixture mapping implicates 13q33.3 as ancestry-of-origin locus for Alzheimer disease in Hispanic and Latino populations by Andrea R.V.R. Horimoto, Lisa A. Boyken, Elizabeth E. Blue, Kelsey E. Grinde, Rafael A. Nafikov, Harkirat K. Sohi, Alejandro Q. Nato, Jr., Joshua C. Bis, Luis I. Brusco, Laura Morelli, Alfredo Ramirez, Maria Carolina Dalmasso, Seth Temple, Claudia Satizabal, Sharon R. Browning, Sudha Seshadri, Ellen M. Wijsman, Timothy A. Thornton

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Mucosal immune response after the booster dose of the BNT162b2 COVID-19 vaccineResearch in context by Lorenzo Azzi, Daniela Dalla Gasperina, Giovanni Veronesi, Mariam Shallak, Vittorio Maurino, Andreina Baj, Francesco Gianfagna, Pierpaolo Cavallo, Francesco Dentali, Lucia Tettamanti, Fabrizio Maggi, Lorenzo Stefano Maffioli, Angelo Tagliabue, Roberto Sergio Accolla, Greta Forlani

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Modularizing Product Architectures Using Dendrograms by Hölttä, Katja, Tang, Victor, Seering, Warren

“…Also Design Structure Matrix clustering [10] [11] is intended for single products, but it has an advantage that it has been reduced to a repeatable algorithms that 2 can be run by a computer, which enables the modularizing of also complex systems. Stake [11] introduces a clustering algorithm for MFD to group functions according to modularity driver scores. …”
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Strategic algorithms by Nikolova, Evdokia Velinova

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