Leveraging Multi-Stage Machine Learning Pipelines for Extracting Structured Key-Value Pairs from Documents by Pyo, Bryan

“…This thesis discusses several pipelines that have been developed to extract data in the form of key-value pairs from specification sheets describing mechanical parts achieving accuracies ranging from 80% to 100% depending on the pipeline and the target documents and key-value pairs.…”
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Three-dimensional structure of human β-defensin 28 via homology modelling and molecular dynamics by Kwak, Sang Kyu, Chen, Wenwen, Tay, Derrick Kok Sing, Leong, Susanna Su Jan

“…In comparison with circular dichroism experimental data as well as stabilities of β-sheets and α-helix, HBD-28 with a reliable 3D structure was found.…”
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Fabrication and characterization of flexible-conductive nanocomposites by Lau, Jun Jie

“…The active electrodes were fabricated from 3D porous MnO2 assembled from cross-walled and interconnected sheet-architectural MnO2 on CNF based paper substrates. …”
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Influence of nanoclay on the morphology of polypropylene foam by Chan, Weng Wan

“…Extrusion allows for high volume production of various items such as sheets, tubes and films. The thermoplastic foams are lightweight, have a high strength to weight ratios and good thermal and acoustic insulation. …”
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Experimental determination of dust cloud deflagration parameters of selected hydrogen storage materials: Complex metal hydrides, chemical hydrides, and adsorbents by Khalil, YF

“…These insights are also critical for designing adequate safety features such as explosion relief venting and isolation devices and for supplementing missing data in materials safety data sheets.…”

Simulation and development of triple-junction color sensors using CMOS-compatible processing by Chen, Jun

“…Conventional color sensors employ three identical photodiodes with red, green, and blue optical filters deposited on their surface. This approach leads to an increased occupied silicon area. The color sensor with vertically stacked triple-junction structure (investigated in this thesis) can overcome these restrictions. …”
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Elevated temperature material properties of a new high-chromium austenitic stainless steel by Liang, Yating, Manninen, Timo, Zhao, Ou, Walport, Fiona, Gardner, Leroy

“…A total of 164 tensile coupons extracted from both cold-rolled and hot-rolled sheets were tested; 80 coupons were tested isothermally with temperatures ranging from 25 °C to 1100 °C, and 84 were tested anisothermally with stress levels ranging from 10% to 90% of the material 0.2% proof stress at room temperature. …”
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Transition metal dichalcogenides (MoS2, MoSe2, WS2 and WSe2) exfoliation technique has strong influence upon their capacitance by Ambrosi, Adriano, Eng, Alex Yong Sheng, Sofer, Zdeněk, Pumera, Martin, Mayorga-Martinez, Carmen Clotilde

“…Exfoliation of TMD materials to obtain single to few layer sheets is generally obtained through the intercalation of organolithium compounds. …”
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Augmenting research consent: should large language models (LLMs) be used for informed consent to clinical research? by Allen, J, Schaefer, O, Porsdamm Mann, S, Earp, B, Wilkinson, D

“…Given the complex nature of consent in clinical research, which involves both written documentation (in the form of participant information sheets and informed consent forms) and in-person conversations with a researcher, the use of LLMs raises significant concerns about the adequacy of existing regulatory frameworks. …”

Experimental and numerical investigations of press-braked stainless steel channel section beam-columns by Zhang, Lulu, Li, Shuai, Tan, Kang Hai, Zhao, Ou

“…Compared with the European code, the American specification and Australian/New Zealand standard result in slightly more accurate resistance predictions for press-braked stainless steel channel section beam-columns with buckling in the ‘C’ orientation, but lead to significantly more conservative predicted resistances for press-braked stainless steel channel section beam-columns with buckling in the ‘reverse C’ orientation. …”
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Borocarbonitride, (BN)x(C)1-x, nanosheet-reinforced polymer nanocomposites for high mechanical performance by Sreedhara, M.B., Barua, Manaswee, Chaturvedi, Abhishek, Rao, C.N.R., Ramamurty, Upadrasta

“…Herein, we examine the reinforcing effect of nanosheets of borocarbonitide, (BN)x(C)1-x, which are analogues to graphene (x = 0) and boron nitride sheets (x = 1), whose surface functional groups vary with the composition, on the mechanical and thermal properties of poly(vinyl alcohol), PVA. …”
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Microfabrication and characterisation of thin films on rigid and flexible substrates by Tan, Justin Yang Yeh

“…Copper foil, polyethylene terephthalate (PET) film and graphite sheets were used as flexible substrates. Characterisation criteria of the thin films during deposition include percentage of Fe deposited, grain size, deposition thickness and growth rate. …”
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Building up a web-based e-lifestyle application by Guo, Linjing.

“…All visitors can send feedback form, and information sharing form to NetLife system.The web application was mainly implemented using Hypertext Preprocessor (PHP), JavaScript and Structure Query Language (SQL) at the server side, and Cascading Style Sheets (CSS) and Hypertext Markup Language (HTML) at the client side. …”
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Fleet management system for car rental company by Jong, Zhi Guang

“…The current status of the company is that they have been using the conventional method to calculate profit and losses through excel sheets and does not have a proper filing and archive system. …”
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A book is a body by Goh, Su-Lynn

“…Followed by conceptualisation which explores the concept of ‘A Book is a Body’ and lastly the design process leading to the final product.…”
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Exfoliation and alignment of h-BN for thermal application by Teo, Jing Xiang

“…Over time this hot spot can lead to degrading factors such as delamination, creep, corrosion, and electro-migration. …”
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How J-chain ensures the assembly of immunoglobulin IgM pentamers by Giannone, Chiara, Mess, Xenia, He, Ruiming, Chelazzi, Maria R., Mayer, Annika, Bakunts, Anush, Nguyen, Tuan, Bushman, Yevheniia, Orsi, Andrea, Gansen, Benedikt, Degano, Massimo, Buchner, Johannes, Sitia, Roberto

“…The J-chain interacts with the hydrophobic β-sheets selectively exposed by nascent pentamers. Completion of an amyloid-like core triggers JC folding and drives disulfide rearrangements that covalently stabilize JC-containing pentamers. …”
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Nanyang Technological University indoor map by Tsui, Chung Lok

“…The indoor map was built as a website using Hypertext Mark-up Language (HTML), Cascading Style Sheets (CSS), and JavaScript (JS). Several JS libraries were used, mainly Leaflet, which served as the foundation for the indoor map. …”
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Bending of composite sandwich beams with metal facesheets by Toh, Yi Kang

“…The specimens were composed of Unifoam Polystyrene foam core sandwiched between two aluminium face sheets. Numerical analysis was carried out via the use of Finite Element Software, ANSYS. …”
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Projectile impact-induced spalling damage on carbon fiber reinforced polymer strengthened RC plates by Tu, Huan, Fung, Tat Ching, Del Linz, Paolo, Tan, Kang Hai

“…To improve the performance of RC structures under impulsive loading, affixing externally-bonded Fiber Reinforced Polymer (FRP) sheets on structural elements is a practical method. …”
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