Materials cartography: A forward-looking perspective on materials representation and devising better maps by Torrisi, Steven B., Bazant, Martin Z., Cohen, Alexander E., Cho, Min Gee, Hummelshøj, Jens S., Hung, Linda, Kamat, Gaurav, Khajeh, Arash, Kolluru, Adeesh, Lei, Xiangyun, Ling, Handong, Montoya, Joseph H., Mueller, Tim, Palizhati, Aini, Paren, Benjamin A., Phan, Brandon, Pietryga, Jacob, Sandraz, Elodie, Schweigert, Daniel, Shao-Horn, Yang, Trewartha, Amalie, Zhu, Ruijie, Zhuang, Debbie, Sun, Shijing

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Correlates of lifestyle patterns among children in Singapore aged 10 years: the growing up in Singapore towards healthy outcomes (GUSTO) study by Tan, Sarah Yi Xuan, Chia, Airu, Tai, Bee Choo, Toh, Jia Ying, Colega, Marjorelee, Padmapriya, Natarajan, Setoh, Peipei, Kee, Michelle Zhi Ling, Yuan, Wen Lun, Lee, Yung Seng, Loo, Benny Kai Guo, Yap, Fabian Kok Peng, Tan, Kok Hian, Godfrey, Keith M., Chong, Yap Seng, Eriksson, Johan, Müller-Riemenschneider, Falk, Chong, Mary Foong-Fong

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Macroscopic assembled graphene nanofilms based room temperature ultrafast mid-infrared photodetectors by Peng, Li, Liu, Lixiang, Du, Sichao, Bodepudi, Srikrishna Chanakya, Li, Lingfei, Liu, Wei, Lai, Runchen, Cao,Xiaoxue, Fang, Wenzhang, Liu, Yingjun, Liu, Xinyu, Lv, Jianhang, Abid, Muhammad, Liu, Junxue, Jin, Shengye, Wu, Kaifeng, Lin, Miao-Ling, Cong, Xin, Tan, Ping-Heng, Zhu, Haiming, Xiong, Qihua, Wang, Xiaomu, Hu, Weida, Duan, Xianfeng, Yu, Bin Yu, Xu, Zhen, Xu, Yang, Gao, Chao

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ANRIL promoter DNA methylation : a perinatal marker for later adiposity by Lillycrop, Karen, Murray, Robert, Cheong, Clara, Teh, Ai Ling, Clarke-Harris, Rebecca, Barton, Sheila, Costello, Paula, Garratt, Emma, Cook, Eloise, Titcombe, Philip, Shunmuganathan, Bhuvaneshwari, Liew, Samantha J., Chua, Yong-Cai, Lin, Xinyi, Wu, Yonghui, Burdge, Graham C., Cooper, Cyrus, Inskip, Hazel M., Karnani, Neerja, Hopkins, James C., Childs, Caroline E., Chavez, Carolina Paras, Calder, Philip C., Yap, Fabian, Lee, Yung Seng, Chong, Yap Seng, Melton, Philip E., Beilin, Lawrie, Huang, Rae-Chi, Gluckman, Peter D., Harvey, Nick, Hanson, Mark A., Holbrook, Joanna D., Godfrey, Keith M.

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Identification of genetic effects underlying type 2 diabetes in South Asian and European populations by Loh, Marie, Zhang, Weihua, Ng, Hong Kiat, Schmid, Katharina, Lamri, Amel, Tong, Lin, Meraj Ahmad, Lee, Jung-Jin, Ng, Maggie C. Y., Petty, Lauren E., Spracklen, Cassandra N., Takeuchi, Fumihiko, Md. Tariqul Islam, Jasmine, Farzana, Kasturiratne, Anuradhani, Muhammad Kibriya, Mohlke, Karen L., Paré, Guillaume, Prasad, Gauri, Mohammad Shahriar, Chee, Miao Ling, de Silva, H. Janaka, Engert, James C., Gerstein, Hertzel C., Mani, K. Radha, Sabanayagam, Charumathi, Vujkovic, Marijana, Wickremasinghe, Ananda R., Wong, Tien Yin, Yajnik, Chittaranjan S., Salim Yusuf, Habibul Ahsan, Bharadwaj, Dwaipayan, Anand, Sonia S., Below, Jennifer E., Boehnke, Michael, Bowden, Donald W., Chandak, Giriraj R., Cheng, Ching-Yu, Kato, Norihiro, Mahajan, Anubha, Sim, Xueling, McCarthy, Mark I., Morris, Andrew P., Kooner, Jaspal S., Saleheen, Danish, Chambers, John C.

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Biomaterial Based Polymer Composites : properties and characterizations / by Siti Hajjar Che Man, editor 222965, Norfhairna Baharulrazi, 1985- editor 594316, Siti Khairunisah Ghazali, 1991-, contributors 612969, Lee, Siow Ling, 1985-, contributors 555906, Siti Hajjar Che Man, contributors 222965, Juin, Hor Low, contributors 626453, Norfhairna Baharulrazi, 1985- contributors 594316, Wan Aizan Wan Abdul Rahman, contributors 604310, Nurul Hazlina Naemuddin, 1990-, contributors 612923, Jau Choy, Lai, contributors 626454, Wan Nur Azwin Wan Omar, contributors 301784, Norzita Ngadi, 1976- contributors 411591, Zurina Mohamad, contributors 200440, Nurul Saadiah Lani, 1988-, contributors 579299, Mimi Haryani Hassim, contributors 604266, Nur Aziana Muhamad Puzi, 1989-, contributors 604580, Muslihah Mokeramin, contributors 626455, Emiliana Rose Jusoh @ Taib, contributors 307758, Syieluin Wong, contributors 626457, Nadia Adrus, contributors, Nur Ain Farahah Samsuri, contributors 626456, Jamarosliza Jamaluddin, contributors 251634, Dayangku Intan Munthoub, 1985-, contributors 512202, Rafidah Rusman, 1985, contributors 512504, Rohah Abdul Majid, contributors 558588, Muhd. Nazrul Hisham Zainal Alam, contributors 514231

Artificial neural networks solutions for solving differential equations: A focus and example for flow of viscoelastic fluid with microrotation by Abdullah, null, Faye, Ibrahima, Laila Amera, Aziz

“…Physics-informed neural networks (PINN) are an artificial neural network (ANN) approach for solving differential equations. …”
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Nanomaterials for Biomedical Application / by Mohd. Hayrie Mohd. Hatta, 1989-, editor 498358, Nik Ahmad Nizam Nik Malek, editor 614732, Mohd. Hayrie Mohd. Hatta, 1989-, contributor 498358, Nik Ahmad Nizam Nik Malek, contributor 614732, Abdulrahman Sani Aliero, contributor 655585, Abilasha Chandran, contributor 655586, Aishah Badruzzaman, contributor 444732, Farah Hidayah Kamisan, contributor 655587, Fatin Hasinah Marzoki, contributor 655588, Ho, Helen Hsin Yee, contributor 655595, Juan Matmin, contributor 387222, Khairunadwa Jemon, contributor 601214, Madhu Meetha Thiruchelvan, contributor 655596, Nazirah Amran, contributor 655589, Noor Alyanis Farhaida Mohd Zainon, 1993-, contributor 646213, Nur Shafeera Mohamad, 1992-, contributor 638062, Nur Syafiqa Syahida Sakrani, contributor 655590, Nurhidayah Aripin, 1987-, contributor 547607, Nurliyana Ahmad Zawawi, contributor 639915, Nurul Syuhadah Muhammad Tamrin, contributor 655591, Praseetha Prabhakaran, contributor 270598, Rukkumani Kumaran, contributor 655598, Sharel Raj, contributor 655599, Sharmala Devi Sivenyanam, contributor 655597, Siew Ling Lee, contributor 605851, Siti Hajar Mokri, contributor 655592, Wan Fatin Amira Wan Mohd. Zawawi, 1992-, contributor 639678, Wong, Ker Thi, contributor 655593, Wong, Sru Thi, contributor 655594

Data-driven forward and inverse analysis of two-dimensional soil consolidation using physics-informed neural network by Wang, Yu, Shi, Chao, Shi, Jiangwei, Lu, Hu

“…Different random seeds are used to test the robustness of the PINN developed and quantify the associated model uncertainty. …”
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Physics-informed neural network for fast prediction of temperature distributions in cancerous breasts as a potential efficient portable AI-based diagnostic tool by Mukhmetov, Olzhas, Zhao, Yong, Mashekova, Aigerim, Zarikas, Vasilios, Ng, Eddie Yin Kwee, Aidossov, Nurduman

“…This work presents the development of a novel Physics-Informed Neural Network (PINN) method for fast forward simulation of heat transfer through cancerous breast models. …”
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Sporopollenin-inspired design and synthesis of robust polymeric materials by Glinkerman, Christopher M, Lin, Shaoting, Ni, Jiahua, Li, Fu-Shuang, Zhao, Xuanhe, Weng, Jing-Ke

“…Recent investigation of the molecular structure of pine sporopollenin revealed unique monomeric units and inter-unit linkages distinct from other previously known biopolymers, which could be harnessed for new material design. …”
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Island area and remoteness shape plant and soil bacterial diversity through land use and biological invasion by Xu, Mingshan, Yang, Anna, Yang, Xiaodong, Cao, Wenting, Zhang, Zengke, Li, Zengyan, Zhang, Yu, Zhang, Huaguo, You, Wenhui, Yan, En-Rong, Wardle, David A.

“…However, land use intensity increased with island area which also promoted plant diversity, and loss of pine forest by the pinewood nematode invasion increased with island remoteness which reduced plant diversity. …”
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Physics-Informed Deep Learning for Plasma Etch Optimization by Dighamber, Mohit

“…Future work includes utilizing the PINN model in a Bayesian framework to facilitate recipe optimization for the desired etch profile.…”
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Design and investigation of air-cooled heat sinks using 3D printing technology by Lim, Ming Chong

“…This study presents the heat transfer performance of five pin fin heat sinks that have been fabricated using Selective Laser Melting. …”
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Roadmap on energy harvesting materials by Pecunia, Vincenzo, Silva, S Ravi P, Phillips, Jamie D., Artegiani, Elisa, Romeo, Alessandro, Shim, Hongjae, Park, Jongsung, Kim, Jin Hyeok, Yun, Jae Sung, Welch, Gregory C., Larson, Bryon W., Creran, Myles, Laventure, Audrey, Sasitharan, Kezia, Flores-Diaz, Natalie, Freitag, Marina, Xu, Jie, Brown, Thomas M., Li, Benxuan, Wang, Yiwen, Li, Zhe, Hou, Bo, Hamadani, Behrang H., Defay, Emmanuel, Kovacova, Veronika, Glinsek, Sebastjan, Kar-Narayan, Sohini, Bai, Yang, Kim, Da Bin, Cho, Yong Soo, Žukauskaitė, Agnė, Barth, Stephan, Fan, Feng Ru, Wu, Wenzhuo, Costa, Pedro, del Campo, Javier, Lanceros-Mendez, Senentxu, Khanbareh, Hamideh, Wang, Zhong Lin, Pu, Xiong, Pan, Caofeng, Zhang, Renyun, Xu, Jing, Zhao, Xun, Zhou, Yihao, Chen, Guorui, Tat, Trinny, Ock, Il Woo, Chen, Jun, Graham, Sontyana Adonijah, Yu, Jae Su, Huang, Ling-Zhi, Li, Dan-Dan, Ma, Ming-Guo, Luo, Jikui, Jiang, Feng, Lee, Pooi See, Dudem, Bhaskar, Vivekananthan, Venkateswaran, Kanatzidis, Mercouri G., Xie, Hongyao, Shi, Xiao-Lei, Chen, Zhi-Gang, Riss, Alexander, Parzer, Michael, Garmroudi, Fabian, Bauer, Ernst, Zavanelli, Duncan, Brod, Madison K., Malki, Muath Al, Snyder, G. Jeffrey, Kovnir, Kirill, Kauzlarich, Susan M., Uher, Ctirad, Lan, Jinle, Lin, Yuan-Hua, Fonseca, Luis, Morata, Alex, Martin-Gonzalez, Marisol, Pennelli, Giovanni, Berthebaud, David, Mori, Takao, Quinn, Robert J., Bos, Jan-Willem G., Candolfi, Christophe, Gougeon, Patrick, Gall, Philippe, Lenoir, Bertrand, Venkateshvaran, Deepak, Kaestner, Bernd, Zhao, Yunshan, Zhang, Gang, Nonoguchi, Yoshiyuki, Schroeder, Bob C., Bilotti, Emiliano, Menon, Akanksha K., Urban, Jeffrey J., Fenwick, Oliver, Asker, Ceyla, Talin, A. Alec, Anthopoulos, Thomas D., Losi, Tommaso, Viola, Fabrizio, Caironi, Mario, Georgiadou, Dimitra G., Ding, Li, Peng, Lian-Mao, Wang, Zhenxing, Wei, Muh-Dey, Negra, Renato, Lemme, Max C., Wagih, Mahmoud, Beeby, Steve, Ibn-Mohammed, Taofeeq, Mustapha, K. B., Joshi, A. P.

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Challenges faced by women in the corporate world by Ang, Hui Jia, Sim, Jasmine Mei Yao, Yeo, Siew Hong

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Comparative study of accounting standards between Singapore and the Peoples' Republic of China by Neo, Karn Nee, Siew, May San, Swi, Li Li

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Convective boiling and condensation in enhanced tubes produced by selective laser melting by Tan, Choon Yong

“…The design of the four tubes are five long circumferential pin fins, eight short circumferential pin fins, twisted pin fins and a metallic foam structure. …”
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A two-dimensional co-rotational Timoshenko beam element with XFEM formulation by Xu, Jin, Lee, Chi King, Tan, Kang Hai

“…Pin connections and plastic hinges produce non-smooth displacement fields in beam structures. …”
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Study of heat transfer through micro-structured surfaces by Chin, Wei Hao

“…Each chip has a different microstructure in the form of very small and elongated pin-fins, which will in turn affect the critical heat flux of each component. …”
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