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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Design and investigation of air-cooled heat sinks using 3D printing technology by Lim, Ming Chong

“…The five heat sinks vary in their pin fin cross-section, with two common designs, the circular pin fin and rounded rectangular cross-section pin fin, and three novel designs which consist of a NACA-0024, a NACA-4424 and also a NACA-4424 rotated at a 5° angle of attack. …”
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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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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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Guidance and navigation of a wheeled mobile robot by Goh, Ing Jya.

“…This project is a continuation of the works of many past graduating students. The scope of this line of endeavor revolves around the development of an autonomously driven four-wheeled vehicle. …”
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Experimental study on cache-performance optimization for graph storage by Foo, Wei Ling

“…This advantage is beneficial and applicable to graph traversal algorithms when closely related nodes are stored in a cache line. Hao Wei et al. [1] introduced a graph ordering algorithm, Gorder, a greedy procedure to reorder graph nodes in such a way that optimises their placement on a cache line. …”
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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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Crushing of patterned shells by Lim, Tariene Zi Yi.

“…The hexagonal tube on the other hand, folds into five sections. Hence there is five of each pattern cut on each side of the hexagon. …”
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Modelling familiarity : towards age-friendly exergame design by Zhang, Hao

“…The interview results show that Escape Room exergame is highly familiar to the participants and all the five sub-constructs were involved in the exergame design. …”
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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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Novel fiber design for photon triplets generation by Zhang, Meng

“…Based on the theoretical research and software simulation, five kinds of fiber structures have been designed that successfully fulfill the phase matching condition. …”
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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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Flexural buckling behaviour and residual strengths of S700 high strength steel circular hollow section columns after exposure to fire by Koh, Alicia

“…The experimental study which includes the furnace tests, material tests, initial global imperfection measurements, and pin-ended column tests was conducted and reported. …”
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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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Efficient feedforward categorization of objects and human postures with address-event image sensors by Chen, Shoushun, Akselrod, Polina, Zhao, Bo, Carrasco, Jose Antonio Perez, Linares-Barranco, Bernabe, Culurciello, Eugenio

“…The detected line features are organized into vectorial segments. …”
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Traffic speed characteristics around road humps in Nanyang Technological University by He, Fengling.

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Systematic investigation of gas assisted injection molding by Md. Anwar Parvez.

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