On fundamental aspects of quantum extreme learning machines by Xiong, W, Facelli, G, Sahebi, M, Agnel, O, Chotibut, T, Thanasilp, S, Holmes, Z

“…Notably, the expressivity of QELMs is fundamentally limited by the number of Fourier frequencies and the number of observables, while the complexity of the prediction hinges on the reservoir. As a cautionary note on scalability, we identify four sources that can lead to the exponential concentration of the observables as the system size grows (randomness, hardware noise, entanglement, and global measurements) and show how this can turn QELMs into useless input-agnostic oracles. …”

Experimental and numerical investigations of hot-rolled stainless steel channel section columns susceptible to flexural buckling by Li, Shuai, Zhang, Lulu, Liang, Yating, Zhao, Ou

“…A thorough testing and numerical modelling programme has been conducted to investigate the minor-axis flexural buckling behaviour and resistances of pin-ended hot-rolled stainless steel channel section columns. …”
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Measuring membrane capacitance during a depolarizing stimulus by Chen, Peng., Gillis, Kevin., Xue, Renhao., Pui, Tze Sian.

“…It is critical to resolve the highly dynamic kinetic steps along the molecular cascade of exocytosis in order to pin down the specific actions of regulatory molecules and eventually decipher this complex and fundamental process.…”
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The ideational approach by Busby, Ethan, Chryssogelos, Angelos, Hawkins, Eliza Tanner, Hawkins, Kirk, Littvay, Levente, Wiesehomeier, Nina

“…At all three levels, we argue that populism has a distinct impact that hinges on the intensity of populist beliefs of actors, particularly when these are in power. …”
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Cross-Modal Deep Variational Hashing by Liong, Venice Erin, Lu, Jiwen, Zhou, Jie, Tan, Yap Peng

“…Unlike most existing cross-modal hashing methods which learn a single pair of projections to map each example into a binary vector, we design a deep fusion neural network to learn non-linear transformations from image-text input pairs, such that a unified binary code is achieved in a discrete and discriminative manner using a classification-based hinge-loss criterion. We then design modality-specific neural networks in a probabilistic manner such that we model a latent variable to be close as possible from the inferred binary codes, at the same time approximated by a posterior distribution regularized by a known prior, which is suitable for out-of-sample extension. …”
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Designing a mechanism to cleave silicon wafers by Figueroa, Victor, 1982-

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Impinging jet mixers: A review of their mixing characteristics, performance considerations, and applications by Devos, Cedric, Mukherjee, Saikat, Inguva, Pavan, Singh, Shalini, Wei, Yi, Mondal, Sandip, Yu, Huiwen, Barbastathis, George, Stelzer, Torsten, Braatz, Richard D, Myerson, Allan S

“…Optimal control over fast chemical processes hinges on the achievement of rapid and effective mixing. …”
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Development of a counter-UAV system by Tang, Wen Yue

“…Upon testing, the firing pin mechanism was found to be unable to reliably puncture the CO2 canister, even after improvements. …”
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Structural behaviour of 2D post-tensioned precast beam-column sub-assemblages subjected to column loss scenario by Tran, Manh Ha, Tan, Kang Hai

“…The test results indicated that both unbonded and bonded parabolic-shaped PT significantly enhanced compressive arch action (CAA) and catenary action (CA) beyond basic flexural capacity, and also changed the plastic hinge mechanism in the precast beams. The specimen with unbonded PT could provide greater residual capacity than bonded PT, but the former was severely damaged by fracture of normal reinforcement and crushing of concrete rather than fracture of the tendon. …”
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A proposed framework of research on the influencing factors of burnout-based on the perspective of individual work scenarios by Lu, Guangguo, Kanjanapathy, Malini, Mohamed Saat, Maisarah

“…This issue is particularly significant in the manufacturing industry where the future growth hinges on the expertise and well-being of highly skilled professionals. …”
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Lessons from a retrospective look at India’s upstream sector by Elango, P

“Clicking” compliant mechanism for flapping-wing micro aerial vehicle by Chin, Yao-Wei, Lau, Gih Keong

“…The thorax-like compliant mechanism can store elastic energy in flexible hinges and is good for storing kinetic energy expended during wing reversal. …”
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Design and 3D printing of reconfigurable structures by Teo, Ee Hian

“…The structure is made up of single modular units being repeatedly fixed together, this leads to the structure to isolate single modular units that are damaged, allowing it to be easily pin-pointed and replaced by fabricating another similar single unit, this cut cost as the structure can be salvaged by replacing a single unit instead of the whole structure.…”
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Structural performance of recycled aggregate concrete-filled stainless steel tube columns by Tan, Chia Wei

“…The experiment involved 12 RACFSST columns tested under pin-ended condition, as well as material tests and initial global geometric imperfection measurements. …”
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Tie the knot - a step by step wedding planner by Alex Arvin S Susaipillai

“…The creation comprises essential management tools such as wedding checklist, reminders, budget tracker, guestlist, online electronic invitation and RSVP system with SMS function, seating plan, calendar function, vendor list, pin board, wedding day scheduler and chat function…”
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Translations: Designing Restorative Listening Experiences in the Age of Social Fragmentation by Obeng-Marnu, Naana

“…This thesis builds on a body of sociotechnical research at the MIT Center for Constructive Communication that draws upon "ancient wisdoms" of dialogue and listening and harnesses the power of technology to inform the design of dialogue spaces that promote deep, meaningful, and authentic conversations. Our approach hinges on the belief that society functions best when we hear and understand each other, an outcome that our work strives to advance by exposing people to the personal stories of others in ways that connect rather than divide. …”
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Effect of partial debonding on catenary action of reinforced concrete frames by Yu, Jun, Tan, Kang Hai

“…In contrast, the presence of partial hinges in the second frame allowed catenary action to be mobilized to significantly enhance structural resistance. …”
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Water electrolysis: from textbook knowledge to the latest scientific strategies and industrial developments by Chatenet, Marian, Pollet, Bruno G., Dekel, Dario R., Dionigi, Fabio, Deseure, Jonathan, Millet, Pierre, Braatz, Richard D., Bazant, Martin Z., Eikerling, Michael, Staffell, Iain, Balcombe, Paul, Shao-Horn, Yang, Schäfer, Helmut

“…The viability of water electrolysis still hinges on the availability of durable earth-abundant electrocatalyst materials and the overall process efficiency. …”
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Nonlinear effects in steady radiating waves: An exponential asymptotics approach by Kataoka, Takeshi, Akylas, T.R.

“…For this class of forcing profiles, the wave response hinges on beyond-all-orders asymptotics only if α > −1, and nonlinear effects differ fundamentally depending on whether α > 0, α = 0 or −1 < α < 0. …”
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Dynamic lateral crushing of empty and sandwich tubes by Fan, Zhihua., Shen, Jianhu., Lu, Guoxing., Ruan, Dong.

“…The propagation of plastic bending in the form of double-moving-hinges is the main mechanism of energy dissipation, as opposed to the low velocity impact which involves stationary plastic deformation zones.…”
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