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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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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Improved margin multi-class classification using dendritic neurons with morphological learning by Hussain, Shaista, Liu, Shih-Chii, Basu, Arindam

“…We present an architecture of a spike based multiclass classifier using neurons with non-linear dendrites and sparse synaptic connectivity where each synapse takes a binary value. …”
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Cell charactetization in differnet regions of the native annulus fibrous in a porcine intervetebral disc model through cell sorting and molecular analysis by Teo, Tong

“…The factors that lead to low back pain are complex, there has been more evidence that shows that intervertebral disc degeneration serves as a major contributor leading to the destabilization of the spinal motion segment hence resulting in pain and disability. …”
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Synaptic plasticity in VLSI : a floating-gate approach by Gopalakrishnan, Roshan

“…Potentiation occurs when a postsynaptic spike succeeds a presynaptic spike; otherwise depression happens. …”
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A Self-Polymerizing Mesh of Nano-Tethers for the Mechanical Constraint of Degraded Intervertebral Discs—A Review of 25 Years of Pre-Clinical and Early Clinical Research by Hedman, Thomas, Rogers, Adam, Beall, Douglas

“…It is intended that this review of a novel nano-scale material-based solution for mechanical deficiencies in biologically limited tissues may provide a helpful example for other innovations in spinal diseases and similarly challenging musculoskeletal disorders.…”
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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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SARS-CoV-2 evolution during treatment of chronic infection by Kemp, SA, Collier, DA, Datir, RP, Ferreira, IATM, Gayed, S, Jahun, A, Hosmillo, M, Rees-Spear, C, Mlcochova, P, Lumb, IU, Roberts, DJ, Chandra, A, Temperton, N, Sharrocks, K, Blane, E, Modis, Y, Leigh, KE, Briggs, JAG, van Gils, MJ, Smith, KGC, Bradley, JR, Smith, C, Doffinger, R, Ceron-Gutierrez, L, Barcenas-Morales, G, Pollock, DD, Goldstein, RA, Smielewska, A, Skittrall, JP, Gouliouris, T, Goodfellow, IG, Gkrania-Klotsas, E, Illingworth, CJR, McCoy, LE, Gupta, RK

“…The spike protein of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is critical for virus infection through the engagement of the human ACE2 protein1 and is a major antibody target. …”

Effect of adding global postural re-education to Kendall exercises for treating asymptomatic forward head posture: a single-blinded randomized controlled trial by Abu-Taleb, Walaa, Yamany, Abeer Abdelrahman, Aneis, Yasser M., Abu El Kasem, Shimaa T.

“…Conclusions: The added effect GPR technique to Kendall exercises significantly improved CVA, CROM, NDI, chest expansion, and spinal mobility in subjects with FHP.…”
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3D spine shape estimation from single 2D DXA by Bourigault, E, Jamaludin, A, Zisserman, A

“…Consequently, extracting the spinal geometry in 3D would help quantify these spinal deformations and aid diagnosis. …”

A systems biology approach to define SARS-CoV-2 correlates of protection in non-human primates by Brady, C

“…The relationship between spike antibody isotype, IgG subclass, glycosylation and functional responses, and the relationship between these properties and protection, was explored. …”

Motion control (brushless DC motor) of a lower limb robotic orthosis for rehabilitation of stroke and incomplete SCI patients by Lim, Zhenhui

“…Strokes and spinal cord injuries (SCI) can cause motor malfunction to the patients resulting in the loss of the ability to walk. …”
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Immunotherapy-responsive neuropathic pain and allodynia in a patient with glycine receptor autoantibodies: a case report by Soleimani, B, Board, C, Yu, T, Tracey, I, Irani, SR, Foley, P

“…Glycine receptors are known to play a key role in inhibitory neurotransmission in the spinal dorsal horn and have therefore been considered as targets for analgesic development. …”

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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Driving mechanism development for autonomous hospital bed by Tan, Jia Liang

“…Demand is foreseen to spike and a range of healthcare services that range from acute to community care is necessary for a holistic healthcare system. …”
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Existence and Analysis of a Rotating Stall Inception Continuum & Development of Concept Questions in Fluid Dynamics by Cherry, Maranda F.

“…The divergence of stall inception from two-dimensionality is suggested as a distinguishing feature of spike type stall inception compared to modal type stall inception. …”
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Distinct movement disorders in contactin-associated-protein-like-2 antibody-associated autoimmune encephalitis by Gövert, F, Abrante, L, Becktepe, J, Balint, B, Ganos, C, Hofstadt-van Oy, U, Krogias, C, Varley, J, Irani, SR, Paneva, S, Titulaer, MJ, de Vries, JM, Boon, AJW, Schreurs, MWJ, Joubert, B, Honnorat, J, Vogrig, A, Ariño, H, Sabater, L, Dalmau, J, Scotton, S, Jacob, S, Melzer, N, Bien, CG, Geis, C, Lewerenz, J, Prüss, H, Wandinger, K-P, Deuschl, G, Leypoldt, F

“…Further distinct movement disorders include isolated and combined segmental spinal myoclonus and autoimmune episodic ataxia.</p>…”