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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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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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. …”

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. …”

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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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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Stress faced by executives in Singapore. by Par, Hwee Fong., Tan, Chin Ying., Thong, Hwei Ling.

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Challenges faced by women in the corporate world by Ang, Hui Jia, Sim, Jasmine Mei Yao, Yeo, Siew Hong

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Comparative study of accounting standards between Singapore and the Peoples' Republic of China by Neo, Karn Nee, Siew, May San, Swi, Li Li

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Convective boiling and condensation in enhanced tubes produced by selective laser melting by Tan, Choon Yong

“…The design of the four tubes are five long circumferential pin fins, eight short circumferential pin fins, twisted pin fins and a metallic foam structure. …”
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A two-dimensional co-rotational Timoshenko beam element with XFEM formulation by Xu, Jin, Lee, Chi King, Tan, Kang Hai

“…Pin connections and plastic hinges produce non-smooth displacement fields in beam structures. …”
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Study of heat transfer through micro-structured surfaces by Chin, Wei Hao

“…Each chip has a different microstructure in the form of very small and elongated pin-fins, which will in turn affect the critical heat flux of each component. …”
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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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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. …”

Design of wideband low-loss reconfigurable reflectarray antenna by Zhang, Xiran

“…It proposes an RRA design that integrates a PIN diode with air gap. The switch of the reconfigurable unit is directly mounted on the reflective element, reducing the loss introduced by the switching device. …”
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Development of optical transceiver by Sim, Sebastian Shih Wei.

“…For PIN photodiodes, the epitaxial layer was introduced to the structures to act as an intrinsic layer. …”
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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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