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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Cell charactetization in differnet regions of the native annulus fibrous in a porcine intervetebral disc model through cell sorting and molecular analysis by Teo, Tong

“…The factors that lead to low back pain are complex, there has been more evidence that shows that intervertebral disc degeneration serves as a major contributor leading to the destabilization of the spinal motion segment hence resulting in pain and disability. …”
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A Self-Polymerizing Mesh of Nano-Tethers for the Mechanical Constraint of Degraded Intervertebral Discs—A Review of 25 Years of Pre-Clinical and Early Clinical Research by Hedman, Thomas, Rogers, Adam, Beall, Douglas

“…It is intended that this review of a novel nano-scale material-based solution for mechanical deficiencies in biologically limited tissues may provide a helpful example for other innovations in spinal diseases and similarly challenging musculoskeletal disorders.…”
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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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Effect of adding global postural re-education to Kendall exercises for treating asymptomatic forward head posture: a single-blinded randomized controlled trial by Abu-Taleb, Walaa, Yamany, Abeer Abdelrahman, Aneis, Yasser M., Abu El Kasem, Shimaa T.

“…Conclusions: The added effect GPR technique to Kendall exercises significantly improved CVA, CROM, NDI, chest expansion, and spinal mobility in subjects with FHP.…”
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3D spine shape estimation from single 2D DXA by Bourigault, E, Jamaludin, A, Zisserman, A

“…Consequently, extracting the spinal geometry in 3D would help quantify these spinal deformations and aid diagnosis. …”

Motion control (brushless DC motor) of a lower limb robotic orthosis for rehabilitation of stroke and incomplete SCI patients by Lim, Zhenhui

“…Strokes and spinal cord injuries (SCI) can cause motor malfunction to the patients resulting in the loss of the ability to walk. …”
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Immunotherapy-responsive neuropathic pain and allodynia in a patient with glycine receptor autoantibodies: a case report by Soleimani, B, Board, C, Yu, T, Tracey, I, Irani, SR, Foley, P

“…Glycine receptors are known to play a key role in inhibitory neurotransmission in the spinal dorsal horn and have therefore been considered as targets for analgesic development. …”

Spectroscopic study of emergent electronic phases in transition metal based compounds by Song, Qian

“…Antiferromagnets with non-relativistic spin splitting are outstanding candidates as the next generation of spintronic materials owing to their electron-volt (eV) scale spin splitting, ultrafast spin dynamics and nearly vanishing stray fields. …”
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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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Organic donor-acceptor cocrystals for multiferroic applications by Wang, Zongrui, Zhang, Qichun

“…The cocrystallization strategy has provided an efficient route to fulfill room temperature magnetoelectricity in single phase owing to the long-range ordered π-π stacking (donor-acceptor assembled) network, long-lived excitons (with μs lifetime), spin orders (±1/2 s pin) and charge transfer (CT) dipoles in the assembled crystal lattice. …”
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Distinct movement disorders in contactin-associated-protein-like-2 antibody-associated autoimmune encephalitis by Gövert, F, Abrante, L, Becktepe, J, Balint, B, Ganos, C, Hofstadt-van Oy, U, Krogias, C, Varley, J, Irani, SR, Paneva, S, Titulaer, MJ, de Vries, JM, Boon, AJW, Schreurs, MWJ, Joubert, B, Honnorat, J, Vogrig, A, Ariño, H, Sabater, L, Dalmau, J, Scotton, S, Jacob, S, Melzer, N, Bien, CG, Geis, C, Lewerenz, J, Prüss, H, Wandinger, K-P, Deuschl, G, Leypoldt, F

“…Further distinct movement disorders include isolated and combined segmental spinal myoclonus and autoimmune episodic ataxia.</p>…”

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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Engineered terahertz emission from spintronic heterostructures: amplitude, phase and chirality by Agarwal, Piyush

“…As such, the photoexcitation leads to ultrafast spin-scattering events in the FM, during which the spins transport from the FM into the adjacent heavy metal(HM) layer to experience an inverse spin Hall effect, producing a transverse charge current and terahertz radiation. …”
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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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Aerogel and ionogel strain sensors by Tan, Melissa Siew Ting

“…Scientists have been interested in mimicking these properties of skin using synthetic materials to create electronic-skin. …”
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Investigating the Illusion of Wetness: Cold Dry Stimuli in Sensory Perception by Ozor-Ilo, Ozioma

“…Humans lack specialized receptors for perceiving wetness and so it is a compound sensation based on changes in skin temperature and contact pressure that are sensed by thermoreceptors and mechanoreceptors in the skin. …”
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