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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Northern gene flow into southeastern East Asians inferred from genome-wide array genotyping by He, Guang-Lin, Li, Ying-Xiang, Zou, Xing, Yeh, Hui-Yuan, Tang, Ren-Kuan, Wang, Pei-Xin, Bai, Jing-Ya, Yang, Xiao-Min, Wang, Zheng, Guo, Jian-Xin, Chen, Jin-Wen, Chen, Jing, Yang, Mei-Qing, Zhao, Jing, Sun, Jin, Zhu, Kong-Yang, Ma, Hao, Wang, Rui, Yang, Wen-Jiao, Hu, Rong, Wei, Lan-Hai, Hou, Yi-Ping, Wang, Meng-Ge, Chen, Gang, Wang, Chuan-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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Dynamic altruistic cooperation within breast tumors by Muhammad Sufyan Bin Masroni, Lee, Kee Wah, Lee, Victor Kwan Min, Ng, Siok Bian, Law, Chao Teng, Poon, Kok Siong, Lee, Bernett Teck Kwong, Liu, Zhehao, Tan, Yuen Peng, Chng, Wee Ling, Tucker, Steven, Ngo, Lynette Su-Mien, Yip, George Wai Cheong, Nga, Min En, Hue, Susan Swee Shan, Putti, Thomas Choudary, Bay, Boon Huat, Lin, Qingsong, Zhou, Lihan, Hartman, Mikael, Loh, Tze Ping, Lakshmanan, Manikandan, Lee, Sook Yee, Tergaonkar, Vinay, Chua, Huiwen, Lee, Adeline Voon Hui, Yeo, Eric Yew Meng, Li, Mo-Huang, Chang, Chan Fong, Kee, Zizheng, Tan, Karen Mei-Ling, Tan, Soo Yong, Koay, Evelyn Siew-Chuan, Archetti, Marco, Leong, Sai Mun

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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

“…Additionally, investigating new application domains like linked multi-physics issues or real-time simulation situations may help to increase the reach and significance of PINN approaches.…”
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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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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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Low temperature growth and characterization of carbon nanostructures by Ding, Yu

“…This report focuses on the low temperature fabrication and characterization of carbon nanostructures such as onion-like carbon and carbon nanotubes (CNTs). Onion-like carbons were grown on different substrates at room temperature using plasma enhanced chemical vapor deposition (PECVD). …”
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EEG analysis using the linear canonical transform by Nair, Amrish

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Liver tumor volume estimation by Lu, Rui

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Optimization for real time strategy games by Ng, Heng Khai.

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Telecommunication postage stamps by Tan, Jia Hao

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Denoising ECG signals by Oh, Melissa Kai Zhen

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Development of a home energy monitoring system using wireless communications by Lim, Tian Tian.

“…However, it is insufficient to depend solely on the advancement to sustainable energy technology like solar and wind energy. Good energy usage habits have to be promoted and cultivated. …”
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Finite rate Innovation and its applications in electrocardiography by Amrish Nair

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Design and implementation of responsive registration and feedback system using unity3D by Liu, Hao

“…Variety of graphical processors and concurrent virtual engines begin to spring up like mushrooms. Graphical processing enabled devices start appearing in our daily life. …”
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Virtual power plant using demand response management by Teo, Jonathan Chin Hao

“…The BEMS will help keep the building grid in balance when energy supplies get tight, or as more distribution generations like solar, wind, and micro-turbine come online.…”
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