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

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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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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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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NTU e-bike by Zeng, Wei

“…To support the touchscreen, the expansion board pin configurations are modified according to the schematic connections, also the kernel changed to detect the GPS device, the Éclair system can‟t get GPS information directly since a hardware abstraction layer (HAL) is needed for interacting between the Android framework and the kernel. …”
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Evaluation of bonding strength of some tropical wood species as a function of surface roughness by Tan, Hui Ling.

“…Experiments were conducted for Kapur, Meranti and Pine wood to find out the adhesion bonding strength as a function of surface roughness. …”
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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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SU(3) topological insulators in the honeycomb lattice by Bornheimer, U., Miniatura, Christian, Grémaud, B.

“…We investigate realizations of topological insulators with spin-1 bosons loaded in a honeycomb optical lattice and subjected to a SU ( 3 ) spin-orbit coupling—a situation which can be realized experimentally using cold atomic gases. …”
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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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Direct observation of deterministic domain wall trajectory in magnetic network structures by Sethi, Pankaj, Murapaka, Chandrasekhar, Goolaup, Sarjoosing, Chen, Yun Jie, Leong, Siang Huei, Lew, Wen Siang

“…The DW propagation in the network structure is governed by the geometrically induced potential barrier and pinning strength against the propagation. This technique can be extended for controlling the trajectory of magnetic charge carriers in an artificial spin ice lattice.…”
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Emergent geometric frustration of artificial magnetic skyrmion crystals by Ma, Fusheng, Reichhardt, C., Gan, Weiliang, Reichhardt, C. J. Olson, Lew, Wen Siang

“…The spin-torque reconfigurability of the artificial skyrmion ice states, difficult to achieve in other artificial spin ice systems, is compatible with standard spintronic device fabrication technology, which makes the semiconductor industrial integration straightforward.…”
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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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Spectroscopic study of emergent electronic phases in transition metal based compounds by Song, Qian

“…Antiferromagnets with non-relativistic spin splitting are outstanding candidates as the next generation of spintronic materials owing to their electron-volt (eV) scale spin splitting, ultrafast spin dynamics and nearly vanishing stray fields. …”
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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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Crystalline boron-linked tetraaminoethylene radical cations by Su, Yuanting, Li, Yongxin, Ganguly, Rakesh, Kinjo, Rei

“…X-ray diffraction analysis, EPR spectroscopy, and computational studies revealed that the unpaired electron is delocalized over the B2N4C2 skeleton and the spin density mainly resides on the carbon and boron atoms.…”
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Organic donor-acceptor cocrystals for multiferroic applications by Wang, Zongrui, Zhang, Qichun

“…The cocrystallization strategy has provided an efficient route to fulfill room temperature magnetoelectricity in single phase owing to the long-range ordered π-π stacking (donor-acceptor assembled) network, long-lived excitons (with μs lifetime), spin orders (±1/2 s pin) and charge transfer (CT) dipoles in the assembled crystal lattice. …”
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Stress faced by executives in Singapore. by Par, Hwee Fong., Tan, Chin Ying., Thong, Hwei Ling.

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