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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Learning from nature : experimental observation of mimosa pudica by Zhang, Yi

“…Remarkably, the partial pinna stimulation demonstrated a twofold increase in closing time in comparison to entire pinna stimulation, which implied the stimulation contact area did play a significant part in pinna closing time but had no effect on pinna reopening time. …”
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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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Towards a computer that functions like the human brain by Lee, Seow Wei

“…Spike-Timing-Dependent Plasticity and unsupervised learning in the network is researched in this report. …”
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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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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. …”

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. …”

Parametric study of gravure printing process for R2R printed electronics by Pua, Suan Tai

“…In this study, however, various printing parameters were investigated to establish their effects on printed line width and film thickness, in an attempt to achieve fine line printing resolution over a large printing area. …”
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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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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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Rapid process modeling of the aerosol jet printing based on gaussian process regression with latin hypercube sampling by Zhang, Haining, Moon, Seung Ki, Ngo, T. H., Tou, J., Bin Mohamed Yusoff, M. A.

“…Aerosol jet printing (AJP) technology is a relatively new 3D printing technology for producing customized microelectronic components due to its high design flexibility and fine feature deposition. However, complex interactions between machine, process parameters and materials will influence line morphology and remain a challenge on modeling effectively. …”
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Ultra wideBand indoor position localizaiton by Xu, Jun

“…It is specifically the case when line-of-sight (LOS) is absent due to severe blockage. …”
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Noise coupling analysis in integrated circuit packaging by Fernandus, Wylie

“…The impedance of the transmission line is exceptionally significant, as if any mismatch on the transmission line, the quality of the signal will be affected negatively. …”
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Developing MacRitchie by Chu, Hao Pei

“…Developing MacRitchie is a mixed media art installation which questions and challenges Land Transport Authority’s (LTA) proposal of the Mass Rapid Transit (MRT) Cross Island Line (CRL) cutting across MacRitchie Reservoir. Signs are appropriated into sculptures and video monologues are introduced as part of the installation. …”
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Discovery of COVID-19 protein inhibitors in phenolic acids of azadirachta indica (neem) using docking and pharmacokinetics by Roney, Miah, Huq, AKM Moyeenul, Mohd Fadhlizil Fasihi, Mohd Aluwi

“…The most attractive antiviral targets of SARS-CoV-2 are the spike protein and main protease (Mpro). In this work, sixteen phenolic acids of Azadirachta indica were docked into the active site of the spike protein and Mpro. …”
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Rapid and Scalable Production of Functional SARS-CoV-2 Virus-like Particles (VLPs) by a Stable HEK293 Cell Pool by Puarattana-aroonkorn, Sitthiphol, Tharakaraman, Kannan, Suriyawipada, Disapan, Ruchirawat, Mathuros, Fuangthong, Mayuree, Sasisekharan, Ram, Artpradit, Charlermchai

“…We employed the membrane, envelope, and highly immunogenic spike proteins of SARS-CoV-2 to produce virus-like particles (VLPs) using the HEK293-F cell line as a host system with an economical transfection reagent. …”
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Cytoplasmic long noncoding RNAs are frequently bound to and degraded at ribosomes in human cells by Carlevaro-Fita, Joana, Rahim, Anisa, Guigó, Roderic, Johnson, Rory, Vardy, Leah Karen Anne

“…Here we make a global, absolute estimate of the cytoplasmic and ribosome-associated population of stringently filtered lncRNAs in a human cell line using polysome profiling coupled to spike-in normalized microarray analysis. …”
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B cell receptor repertoire kinetics after SARS-CoV-2 infection and vaccination by Kotagiri, P, Mescia, F, Rae, WM, Bergamaschi, L, Tuong, ZK, Turner, L, Hunter, K, Gerber, PP, Hosmillo, M, Hess, C, Clatworthy, MR, Goodfellow, IG, Matheson, NJ, McKinney, EF, Wills, MR, Gupta, RK, Bradley, JR, Bashford-Rogers, RJM, Lyons, PA, Smith, KGC

“…Infection generates a broad distribution of SARS-CoV-2-specific clones predicted to target the spike protein, while a more focused response after vaccination mainly targets the spike's receptor-binding domain. …”