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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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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Developing a Framework of Malaysian and Asean Business Communicative and Intercultural Competence (MABCIC) (S/O 13233) by Kaur, Paramjit, Mokhtar, Ahmad Azman, Raman, Arumugam, Muhammad Rawian, Rafizah

“…The English language variety that is widely used for business and trade in present-day Malaysian and ASEAN countries is no longer the English of the Inner Circle countries rather it is the English as a lingua franca (ELF) that has its own features and characteristics. …”
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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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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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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. …”

From Sample to Answer: Innovations in sample processing and CRISPR-based diagnostics for enhanced clinical translation and field deployment by Arizti Sanz, Jon

“…Given the excellent programmability of CRISPR-Dx, we expanded the use of SHINE beyond SARS-CoV-2 to other clinically relevant pathogens. …”
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Graph representation learning by Zhang, Xinyi

“…A set of criteria is also proposed for selecting initial meta-paths for mSHINE which is helpful to reduce the meta-path selection cost. …”
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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. …”

“British English is much more prestigious, everybody knows that!”: reproducing and resisting hegemonic language ideologies in Chilean English teacher education by Pérez Andrade, Gonzalo

“…(eds) (2018). English as a Lingua Franca in Teacher Education, Berlin, Boston: De Gruyter Mouton. …”
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Singlish concept-level sentiment analysis by Yeo, Felicia Shu Mei

“…English serves not only as the medium of instruction in education and administration, but also as a lingua franca of its multicultural society. Singapore English can be classified in two distinct varieties – Singapore Standard English and Singapore Colloquial English (also known as Singlish). …”
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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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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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Global Englishes and TESOL: an editorial introduction to innovating research and practice by Rose, H, McKinley, J

“…This editorial introduction to the special issue on Global Englishes and TESOL (Teaching English to speakers of other languages) explores the shifting landscape of English language teaching in response to English's role as a global lingua franca. The increasing diversification of English speakers and contexts challenges traditional TESOL practices, which have long centered on native speaker norms. …”

Brazil: pre-salt outlook by Chauhan, V

“…However, as has often been the case in recent history of the oil markets, a number of project delays and cost overruns have since taken the shine off the initial optimism.…”

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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Language attitudes of the T’rung by Perlin, Ross

“…Women and those over 50 years old feel particular ambivalence about T’rung, instead valorizing Lisu, a regional lingua franca. T’rung youth feel pride in the language as a marker of ethnic identity but appear to be uncertain about the language’s future and in what spheres they should promote its use.…”
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