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

“…Physics-informed neural networks (PINN) are an artificial neural network (ANN) approach for solving differential equations. …”
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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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Enhanced thermal energy storage based on phase change materials with enhanced structures by Sek, Mun Pin

“…This study aims to characterise melting of PCM in a plain structure, fan-finned, tree-finned, and topology-optimised structure heat sinks at different power inputs. …”
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Development of a compact PCB cooling system comprising a flexible bellow and a closed two phase thermosyphon by Lee, Boon Liang

“…The report documents the development of a flexible bellow heat sink with finned thermosyphons. The main objective of this project was to demonstrate the working principle of the thermosyphon with flexible bellow in electronic cooling. …”
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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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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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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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Spray cooling and condensation heat transfer in a liquid cooled server system by Liu, Pengfei

“…The influence of air is more significant for condensation on finned tubes due to the flooding effect of the diffusion layer. …”
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Cross-modal size-contrast illusion : acoustic increases in intensity and bandwidth modulate haptic representation of object size by Uesaki, Maiko, Ashida, Hiroshi, Kitaoka, Akiyoshi, Pasqualotto, Achille

“…In this study, a series of images each comprising a pair of pine-tree figures were translated into auditory modality using sensory substitution software. …”
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Experimental studies of melting PCM in a heat sink by Muhammad Azrin Sa'ad.

“…A heat sink easily configurable into different fin configuration was fabricated with aluminum 6061 the preferred choice of material. …”
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Range expansion of a declining forest species, the Western Gray Squirrel (Sciurus griseus), into semi-arid woodland by Sultaire, SM, Montgomery, RA, Jackson, PJ, Millspaugh, JJ

“…Occupancy modeling revealed that western gray squirrels were equally likely to occur in piñon–juniper woodland compared to mature pine forest that they occupy elsewhere in their range. …”

Experimental study for synthesization and characterization of porous adsorbents for cooling and gas storage applications by Soh, Michael Wai Kit

“…The adsorption bed consisting of finned-tube heat exchanger and porous adsorbents, is the main component of an adsorption device. …”
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Enhancement of refrigerant-side condensation heat transfer performance of additively-manufactured air-cooled heat exchangers by Goh, Chok Khai

“…On the numerical front, a new micro-channel was designed, consisting of a cross-finned and twisted tube setup. These enhancement methods were predicted to improve heat transfer performance through inducing turbulence as well as increased surface area-to-volume ratio. …”
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The response of Pinus caribaea mor. var. Hondurensis seedlings to nitrogen, phosphorous and potassium fertilizers by Srivastava, P.B.L., Naruddin, Abang, Zainorin, B.Abang

“…For this purpose, seedlings were grown in plastic pots in soils collected from Bahau pine experimental area. These soils belong to Durian series and are generally poor in nutrients. …”
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Convective heat transfer performance of airfoil heat sinks fabricated by selective laser melting by Ho, Jin Yao, Wong, Kin Keong, Leong, Kai Choong, Wong, Teck Neng

“…Heat sinks with staggered arrays of NACA 0024 and NACA 4424 airfoil shaped fins were investigated experimentally and the results were compared with conventional heat sinks with circular and rounded rectangular fins. …”
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The role of post-pyrolysis carbon dioxide capture in hydrogen recovery from waste-derived pyrolysis gas by Wang, Yuxin, Veksha, Andrei, Ong, Joel, Ueki, Yasuaki, Yoshiie, Ryo, Naruse, Ichiro, Lisak, Grzegorz

“…The pyrolysis gas was obtained from various waste-derived feedstocks (municipal sewage sludge, refused derived fuel (RDF), pine sawdust (biomass), and marine litter) by pyrolysis (600 °C), and underwent the treatment with CaO (600 °C) followed by the thermolytic decomposition at 1300 °C. …”
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Learning segmentation from point trajectories by Karazija, L, Laina, I, Rupprecht, C, Vedaldi, A

“…The key difficulty is that long-term motion, unlike instantaneous motion, is difficult to model – any parametric approximation is unlikely to capture complex motion patterns over long periods of time. …”

SCHOOL OF THIEVES / by Sabrina Ismail, author 655830, Naadhira Zahari, editor 655828

“…It’s her father, who had long abandoned Amra and her family. Out of hatred, Amra plans to rob her rich father’s house but gets caught red-handed. …”