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| 1 | Accelerated design and characterization of non-uniform cellular materials via a machine-learning based framework显示文摘Cellular materials,widely found in engineered and nature systems,are highly dependent on their geometric arrangement.A nonuniform arrangement could lead to a significant variation of mechanical properties while bringing challenges in material design.Here,this proof-of-concept study demonstrates a machine-learning based framework with the capability of accelerated characterization and pattern generation.Results showed that the proposed framework is capable of predicting the mechanical response curve of any given geometric pattern within the design domain under appropriate neural network architecture and parameters.Additionally,the framework is capable of generating matching geometric patterns for a targeted response through a databank constructed from our machine learning model.The accuracy of the predictions was verified with finite element simulations and the sources of errors were identified.Overall,our machine-learning based framework can boost the design efficiency of cellular materials at unit level,and open new avenues for the programmability of function at system level. | Chunping Ma Zhiwei Zhang Benjamin Luce Simon Pusateri Binglin Xie Mohammad H.Rafiei Nan Hu | 2020 | npj Computational Materials2020，，1： | 3 |
| 2 | A framework infrageneric classification of Carex (Cyperaceae) and its organizing principles显示文摘Phylogenetic studies of Carex L.(Cyperaceae)have consistently demonstrated that most subgenera and sections are para-or polyphyletic.Yet,taxonomists continue to use subgenera and sections in Carex classification.Why?The Global Carex Group(GCG)here takes the position that the historical and continued use of subgenera and sections serves to(i)organize our understanding of lineages in Carex,(ii)create an identification mechanism to break the~2000 species of Carex into manageable groups and stimulate its study,and(iii)provide a framework to recognize morphologically diagnosable lineages within Carex.Unfortunately,the current understanding of phylogenetic relationships in Carex is not yet sufficient for a global reclassification of the genus within a Linnean infrageneric(sectional)framework.Rather than leaving Carex classification in its current state,which is misleading and confusing,we here take the intermediate steps of implementing the recently revised subgeneric classification and using a combination of informally named clades and formally named sections to reflect the current state of our knowledge.This hybrid classification framework is presented in an order corresponding to a linear arrangement of the clades on a ladderized phylogeny,largely based on the recent phylogenies published by the GCG.It organizes Carex into six subgenera,which are,in turn,subdivided into 62 formally named Linnean sections plus 49 informal groups.This framework will serve as a roadmap for research on Carex phylogeny,enabling further development of a complete reclassification by presenting relevant morphological and geographical information on clades where possible and standardizing the use of formal sectional names. | Eric H.Roalson Pedro Jiménez-Mejías Andrew L.Hipp Carmen Benítez-Benítez Leo P.Bruederle Kyong-Sook Chung Marcial Escudero Bruce A.Ford Kerry Ford Sebastian Gebauer Berit Gehrke Marlene Hahn Muhammad Qasim Hayat Mathias H.Hoffmann Xiao-Feng Jin Sangtae Kim Isabel Larridon Étienne Léveillé-Bourret Yi-Fei Lu Modesto Luceño Enrique Maguilla Jose IgnacioMárquez-Corro Santiago Martín-Bravo Tomomi Masaki Mónica Míguez Robert F.C.Naczi Anton A.Reznicek Daniel Spalink Julian R.Starr Uzma Tamara Villaverde Marcia J.Waterway Karen L.Wilson and Shu-Ren Zhang | 2021 | Journal of Systematics and Evolution2021，59，4： | 3 |
| 3 | Constructive consumer choice processes 显示文摘 | Bettman J R Luce M F Payne J W | 1998 | Journal of Consumer Research1998，，25： | 1 |
| 4 | On the utility of gambling: extending the approach of meginniss 显示文摘 | Ng C T Luce R D Marley A A J | 2008 | Aequationes Mathematicae2008，76，： | 1 |
| 5 | Dete~ts of web- accessibifity of corporate social responsibility conmaunications显示文摘 | Lucely Vargas Precido | 2012 | Global Responsibility2012，，3： | 1 |
| 6 | 查看详情显示文摘 | Gohil P Evans T E Ferron J R Moyer R A Petty C C Burrell K H Casper T A Garofalo A M Hyatt A W Jayakumar R J Kessel C Kim J Y La Haye R J Lohr J Luce T C Makowski M A Mazon D Menard J Murakami M Politzer P A Prater R Wade M R | | 0，，： | 1 |
| 7 | Constructive consumer choice processes显示文摘 | Bettman J R Luce M F and Payne J W | 1998 | Journal of Consumer Research1998，25，3： | 1 |
| 8 | Determining in vivo biomechanical properties of thecornea with an ocular response analyzer显示文摘 | Luce DA | 2005 | J Cataract RefractSurg2005，31，10： | 1 |
| 9 | Improved survival with highlyactive antiretroviral therapy in HIV infected patients with severe pneumocystis carinii pneumonia 显示文摘 | Morris A Waehter RM Luce J | 2003 | AIDS2003，17，1： | 1 |
| 10 | Utility of gambling I : entropy modified linear weighted utility 显示文摘 | Luce R D Ng C T Marley A A J | 2005 | Economic Theory2005，36，： | 1 |
| 11 | Applications of High-Power Millimeter Waves in Fusion Energy Research显示文摘 | Luce T C | 2002 | IEEE Trans Plasma Sci2002，30，3： | 1 |
| 12 | Acute lung injury and the acute respiratory distress syndrome显示文摘 | Luce JM | 1998 | Crit Care Med1998，26，： | 1 |
| 13 | Information Technology Impact on Market Orientation in E-Bus- iness显示文摘 | BORGES M HOPPEN N LUCE F B | 2009 | Journal of Business Research2009，62，9： | 1 |
| 14 | Rapid determination ot soil orgamc matter quality indicators usmg visible near infrared reflectance spectroscopy显示文摘 | AMervlan 5t Luce Noura Ziadi Bernie J Zebarth et aI | 2014 | Geoderma2014，，： | 1 |
| 15 | Utility of gambling II : risk, paradoxes, and data显示文摘 | Luce R D NgC T Marley A A J | 2008 | Economic Theory2008，36，： | 1 |
| 16 | A brief history of health care quality assessment and improvement in the United States显示文摘 | Luce JM Bindman AB Lee PR | 1994 | West J Med1994，160，： | 1 |
| 17 | Interpersonal comparisons of utility for 2 of 3 types of people显示文摘 | Luce R Duncan | 2010 | Theory and Decision2010，68，： | 1 |
| 18 | Learning community healthnursing concepts from clinical experience显示文摘 | Lasater K Luce L Volpin M | 2007 | Nurse Education Perspect2007，28，2： | 1 |
| 19 | Simultaneous conjoint measurement: a new type of fundamental measurement显示文摘 | Luce D Tukey J | 1964 | Journal of Mathematical Psychology1964，，1： | 1 |
| 20 | Clinical trials with the antitumor agent 5-( 3, 3-dimethyl-l-triazeno) imidazole-4-carboxamide ( NSC-45388 ) 显示文摘 | Luce JK Thurman WG Isaacs BL | 1970 | Cancer Chemother Rep1970，54，2： | 1 |
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