Phase-controllable growth of ultrathin 2D magnetic FeTe crystals by Kang, Lixing, Ye, Chen, Zhao, Xiaoxu, Zhou, Xieyu, Hu, Junxiong, Li, Qiao, Liu, Dan, Das, Chandreyee Manas, Yang, Jiefu, Hu, Dianyi, Chen, Jieqiong, Cao, Xun, Zhang, Yong, Xu, Manzhang, Di, Jun, Tian, Dan, Song, Pin, Kutty, Govindan, Zeng, Qingsheng, Fu, Qundong, Deng, Ya, Zhou, Jiadong, Ariando, Ariando, Miao, Feng, Hong, Guo, Huang, Yizhong, Pennycook, Stephen J., Yong, Ken-Tye, Ji, Wei, Wang, Renshaw Xiao, Liu, Zheng

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Remote epitaxial interaction through graphene by Chang, Celesta S, Kim, Ki Seok, Park, Bo-In, Choi, Joonghoon, Kim, Hyunseok, Jeong, Junseok, Barone, Matthew, Parker, Nicholas, Lee, Sangho, Zhang, Xinyuan, Lu, Kuangye, Suh, Jun Min, Kim, Jekyung, Lee, Doyoon, Han, Ne Myo, Moon, Mingi, Lee, Yun Seog, Kim, Dong-Hwan, Schlom, Darrell G, Hong, Young Joon, Kim, Jeehwan

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Comparative analysis of pediatric COVID-19 infection in Southeast Asia, South Asia, Japan, and China by Wong, Judith Ju Ming, Abbas, Qalab, Chuah, Soo Lin, Malisie, Ririe Fachrina, Pon, Kah Min, Katsuta, Tomohiro, Dang, Hongxing, Lee, Pei Chuen, Jayashree, Muralidharan, Sultana, Rehena, Maha, Quratulain, Gan, Chin Seng, Shimizu, Naoki, Xu, Feng, Tang, Swee Fong, Shi, Luming, Lee, Jan Hau, Thoon, Koh Cheng, Yung, Chee Fu

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Alkali additives enable efficient large area (>55 cm²) slot-die coated perovskite solar modules by Rana, Prem Jyoti Singh, Febriansyah, Benny, Koh, Teck Min, Bening Tirta Muhammad, Salim, Teddy, Hooper, Thomas J. N., Kanwat, Anil, Ghosh, Biplab, Kajal, Priyanka, Lew, Jia Haur, Aw, Yeow Chong, Yantara, Natalia, Bruno, Annalisa, Pullarkat, Sumod A., Ager, Joel W., Leong, Wei Lin, Mhaisalkar, Subodh Gautam, Mathews, Nripan

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The novel quinoline derivative SKA-346 as a KCa3.1 channel selective activator by Wong, Brandon Han Siang, Shim, Heesung, Goay, Stephanie Shee Min, Ong, Seow Theng, Nur Ayuni Binte Muhammad Taib, Chai, Kelila Xin Ye, Lim, Kerry, Huang, Dachuan, Ong, Choon Kiat, Vaiyapuri, Thamil Selvan, Cheah, Yeong Cheng, Wang, Yulan, Wulff, Heike, Webster, Richard David, Shelat, Vishalkumar G., Verma, Navin Kumar

“…SKA-346 (30 mg kg-1), tolerated by mice after intra-peritoneal administration, exhibited a peak plasma concentration of 6.29 μg mL-1 (29.2 μM) at 15 min and a circulating half-life (t 1/2) of 2.8 h. …”
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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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High with low: harnessing the power of demand-side solutions for high wellbeing with low energy and material demand by Sugiyama, M, Wilson, C, Wiedenhofer, D, Boza-Kiss, B, Cao, T, Chatterjee, JS, Chatterjee, S, Hara, T, Hayashi, A, Ju, Y, Krey, V, Godoy León, MF, Martinez, L, Masanet, E, Mastrucci, A, Min, J, Niamir, L, Pelz, S, Roy, J, Saheb, Y, Schaeffer, R, Ürge-Vorsatz, D, van Ruijven, B, Shimoda, Y, Verdolini, E, Wiese, F, Yamaguchi, Y, Zell-Ziegler, C, Zimm, C

Observation of flat bands and Dirac cones in a pyrochlore lattice superconductor by Huang, Jianwei, Setty, Chandan, Deng, Liangzi, You, Jing-Yang, Liu, Hongxiong, Shao, Sen, Oh, Ji Seop, Guo, Yucheng, Zhang, Yichen, Yue, Ziqin, Yin, Jia-Xin, Hashimoto, Makoto, Lu, Donghui, Gorovikov, Sergey, Dai, Pengcheng, Denlinger, Jonathan D., Allen, J. W., Hasan, M. Zahid, Feng, Yuan-Ping, Birgeneau, Robert J., Shi, Youguo, Chu, Ching-Wu, Chang, Guoqing, Si, Qimiao, Yi, Ming

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Graphene nanopattern as a universal epitaxy platform for single-crystal membrane production and defect reduction by Kim, Hyunseok, Lee, Sangho, Shin, Jiho, Zhu, Menglin, Akl, Marx, Lu, Kuangye, Han, Ne Myo, Baek, Yongmin, Chang, Celesta S., Suh, Jun Min, Kim, Ki Seok, Park, Bo-In, Zhang, Yanming, Choi, Chanyeol, Shin, Heechang, Yu, He, Meng, Yuan, Kim, Seung-Il, Seo, Seungju, Lee, Kyusang, Kum, Hyun S., Lee, Jae-Hyun, Ahn, Jong-Hyun, Bae, Sang-Hoon, Hwang, Jinwoo, Shi, Yunfeng, Kim, Jeehwan

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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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Ultrahigh electromechanical response from competing ferroic orders by Lin, Baichen, Ong, Khuong Phuong, Yang, Tiannan, Zeng, Qibin, Hui, Hui Kim, Ye, Zhen, Sim, Celine, Yen, Zhihao, Yang, Ping, Dou, Yanxin, Li, Xiaolong, Gao, Xingyu, Tan, Ivan Chee Kiang, Lim, Zhi Shiuh, Zeng, Shengwei, Luo, Tiancheng, Xu, Jinlong, Tong, Xin, Li, Patrick Wen Feng, Ren, Minqin, Zeng, Kaiyang, Sun, Chengliang, Ramakrishna, Seeram, Breese, Mark B. H., Boothroyd, Chris, Lee, Chengkuo, Singh, David J., Lam, Yeng Ming, Liu, Huajun

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Extensive promoter-centered chromatin interactions provide a topological basis for transcription regulation by Li, Guoliang, Ruan, Xiaoan, Auerbach, Raymond K., Sandhu, Kuljeet Singh, Zheng, Meizhen, Wang, Ping, Poh, Huay Mei, Goh, Yufen, Lim, Joanne, Zhang, Jingyao, Sim, Hui Shan, Peh, Su Qin, Mulawadi, Fabianus Hendriyan, Ong, Chin Thing, Orlov, Yuriy L., Hong, Shuzhen, Zhang, Zhizhuo, Landt, Steve, Raha, Debasish, Euskirchen, Ghia, Wei, Chia-Lin, Ge, Weihong, Wang, Huaien, Davis, Carrie, Fisher-Aylor, Katherine I., Mortazavi, Ali, Gerstein, Mark, Gingeras, Thomas, Wold, Barbara, Sun, Yi, Cheung, Edwin, Liu, Edison, Sung, Wing-Kin, Snyder, Michael, Ruan, Yijun, Fullwood, Melissa Jane

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Germline breast cancer susceptibility genes, tumor characteristics, and survival by Ho, Peh Joo, Khng, Alexis J., Loh, Hui Wen, Ho, Weang-Kee, Yip, Cheng Har, Mohd-Taib, Nur Aishah, Tan, Veronique Kiak Mien, Tan, Benita Kiat-Tee, Tan, Su-Ming, Tan, Ern Yu, Lim, Swee Ho, Jamaris, Suniza, Sim, Yirong, Wong, Fuh Yong, Ngeow, Joanne, Lim, Elaine Hsuen, Tai, Mei Chee, Wijaya, Eldarina Azfar, Lee, Soo Chin, Chan, Ching Wan, Buhari, Shaik Ahmad, Chan, Patrick M. Y., Chen, Juliana J. C., Seah, Jaime Chin Mui, Lee, Wai Peng, Mok, Chi Wei, Lim, Geok Hoon, Woo, Evan, Kim, Sung-Won, Lee, Jong Won, Lee, Min Hyuk, Park, Sue K., Dunning, Alison M., Easton, Douglas F., Schmidt, Marjanka K., Teo, Soo-Hwang, Li, Jingmei, Hartman, Mikael

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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

“…PINN offers an alternative to classical numerical methods. …”
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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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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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Modeling, sampling and reconstruction of EEG signals with seizures by Leena Bhandari.

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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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EEG analysis using the linear canonical transform by Nair, Amrish

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