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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Study the effects of annulus fibrosus deficiency on spinal deformity using T7-T9 finite element model by Candy Sarah George

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Ghost Stories / by Poe, Edgar Allan, 1809-1849, author 324196, James, M. R., 1862-1936, (Montague Rhodes), 242996

“…Twenty-two exciting stories from the twilight world of haunted houses and hair-raising spectres are contained in this spine-chilling anthology. Each tale is illustrated with specially commissioned drawings.…”

Time-series metagenomics reveals changing protistan ecology of a temperate dimictic lake by Krinos, Arianna I., Bowers, Robert M., Rohwer, Robin R., McMahon, Katherine D., Woyke, Tanja, Schulz, Frederik

“…Results Based on small subunit rRNA genes extracted from the metagenomes and metagenome-assembled genomes of microeukaryotes, we identify shifts in the eukaryotic phytoplankton community over time, which we predict to be a consequence of reduced zooplankton grazing pressures after the invasion of a invasive predator (the spiny water flea) to the lake. The metagenomic data also reveal the presence of the spiny water flea and the zebra mussel, a second invasive species to Lake Mendota, prior to their visual identification during routine monitoring. …”
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Age-related bone loss is associated with FGF21 but not IGFBP1 in healthy adults by Lee, Shuen Yee, Fam, Kai Deng, Chia, Kar Ling, Yap, Margaret M. C., Goh, Jorming, Yeo, Kwee Poo, Yap, Eric Peng Huat, Chotirmall, Sanjay Haresh, Lim, Chin Leong

“…The IGFBP1 concentration was not correlated with BMD at the hip or spine (all P > 0.05). In humans, FGF21 might be involved in the age-associated decline in BMD, especially at the spine, through increased bone turnover. …”
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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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Improved lower bounds on book crossing numbers of complete graphs by Salazar, G., Pasechnik, Dmitrii V., De Klerk, Etienne.

“…A book with k pages consists of a straight line (the spine) and k half-planes (the pages), such that the boundary of each page is the spine. …”
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Pinkcapsule.com : the digital agora. by Choong, Hon Shien., Kwek, David Swee Hong., Ng, Sor Luan., Yeo, Vivan Pih Hwee.

“…Build as a Web Portal, PinkCapsule.com aims to be the common destination for Web surfers to interact in a virtual marketplace or agora setting.…”
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Fully manual pineapple collector tool by Mazlan, Muhammad Imran, Harun, Muhammad Hamiemi, Sudirman, Mohd Dzulkarnaen, Mohamad, Mahmod Abd Hakim

“…Among all the cultivation activities of pineapple, harvesting is the most difficult, time-consuming, and energy- intensive process due to the higher plant density and spiny leaves of pineapple plants. Although many types of pineapple collecting tools are available in the market, they are mainly for large-scale pineapple plantation operators, and the cost is very expensive. …”
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Evaluating Fairness of Artificial Intelligence Models for Radiology Image Classification by Sandadi, Varsha

“…Our findings indicate that cervical spine fracture detection models exhibit overall fairness, while abdominal trauma detection models demonstrate some unfairness in specific injury regions, possibly due to limited sample size. …”
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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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A meta-analysis of functional neuroimaging studies of dyslexia in alphabetic words and chinese characters. by Kwok, Fu Yu.

“…Results from the Chinese language meta-analysis study replicates the results from previous empirical studies showing low activation primarily in areas such as the left middle frontal gyrus and the right middle occipital gyrus (Liu et al., 2012; Siok, Niu, Jin, Perfetti, & Tan, 2008; Siok, Perfetti, Jin, & Tan, 2004; Siok, Spink, Jin & Tan, 2009; Yang, 2005). In addition, functional neuroimaging single studies examining the effect of dyslexia in both alphabetical languages and Chinese language have shown that there are differences in the brain activations between these languages (Paulesu et al., 2001; Richlan et al., 2010; Siok et al., 2004). …”
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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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Robust text-independent speaker verification in environmental noise by Panda, Ashish

“…Experimental evaluations of the proposed psychoacoustic model compensation technique conclusively demonstrate that it provides superior performance in both white and pink noise conditions, outperforming parallel model combination by 36% and max function based model compensation by 24%. …”
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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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