Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity by Gong, Sheng, Yan, Keqiang, Xie, Tian, Shao-Horn, Yang, Gomez-Bombarelli, Rafael, Ji, Shuiwang, Grossman, Jeffrey C.

“…In this study, we introduce an approach using human-designed descriptors as a compendium of human knowledge to investigate the extent to which GNNs can comprehend crystal structures. Our findings reveal that current state-of-the-art GNNs fall short in accurately capturing the periodicity of crystal structures. …”
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Emergency by Koh, Paul Enoch

“…Emergency - A feature film package comprising a full length treatment, script and teaser trailer During the Malayan Emergency, an angry young man, caught between the Communist guerillas fighting in the jungle and the British, desperately struggling to hold on to Malaya; finds out the true cost of independence. …”
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Adversarial robustness of deep reinforcement learning by Qu, Xinghua

“…Although some achievements and interesting findings have been observed, existing adversarial attacks are deemed to be less realistic due to the extensive assumptions utilized, such as white-box policy access and full-state adversary setting. …”
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Understanding Indexing Efficiency for Approximate Nearest Neighbor Search in High-dimensional Vector Databases by Qin, Yuting

“…This thesis aims to establish this connection to fill the gap. The key challenge in quantifying the heuristics is the complex tradeoff between the search accuracy and search speed, which makes it almost impossible to establish an analytical model. …”
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Evaluation of context awareness algorithms for recommending mobile content by Dong, Hong Liang

“…This study purposes to fill the gap of evaluating context-awareness algorithms for recommending mobile content. …”
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A Sustainable Higher Education Ecosystem: A Development of Malaysian Transport Demand Management Framework (S/O 14195) by Abdul Hanan, Suhaila, Zainuddin, Nizamuddin, A. Jalil, Emy Ezura, Ahmad Mahyadin @ Mahidin, Fariza, Zakaria, Izatul Husna

“…A mixed-method approach addressed these research objectives at Malaysia's Northern higher education institution (HEI) campus. Based on the findings, the TDM framework that was created consisted of four components. …”
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Information seeking behaviour of insurance agents by Jayarajan M. Nair

“…The study examines the information seeking behaviour of fifteen full-time insurance agents who work at Yishun branch of NTUC INCOME Insurance Cooperative Limited. …”
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Association of current Schistosoma mansoni, Schistosoma japonicum, and Schistosoma mekongi infection status and intensity with periportal fibrosis: a systematic review and meta-ana... by Ewuzie, A, Wilburn, L, Thakrar, DB, Cheng, H, Reitzug, F, Roberts, N, Malouf, R, Chami, GF

“…Nine records were identified in bibliographies of eligible full-text reports. We screened 1826 titles and abstracts to find 282 articles that met our inclusion criteria for full-text review. 41 studies were eligible for systematic review, 33 studies were eligible for infection status meta-analysis, and seven studies were eligible for infection intensity meta-analysis. …”

Parametric optimisation of microhardness on heat-treated electroless Ni-YSZ cermet coating by Baba, N. Bahiyah, Ghazali, A. S., Abdul Rahman, A. H., Sharif, S.

“…Parametric optimisation is conducted by the design of experiment full factorial 3x3 with 27 runs. Treating temperature, treating time and ceramic particle size parameters at 3-level are evaluated using statistical tool ANOVA in Minitab20. …”

新加坡当代社会同志自由的研究 = A study of homosexuals’ liberty in present day Singapore by 陈惠嫔 Tan, Mabel Hui Ping

“…Analysis of credible survey results and reports, as well as gathering personal anecdotes and surveys from respondents was done. Findings were analyzed in an attempt to understand and explain how the tension between the individuals and society at large works. …”
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Nuptial journeys: A cultural history of wedding travel in selected Habsburg unions ca 1450–1550 by Pastrnak, P

“…In general, this thesis questions the scholarly categories of ritual, festival, and ceremony, since these fall short of precisely defining the complex phenomenon of bridal journeys. …”

Multidecadal Morphodynamic evolution of shorelines and coral reefs along the Arabian Sea Coast of Oman: Bar Al Hikman Peninsula by Teillet, T, Bois, P, Homewood, P, Mettraux, M, Samimi-Namin, K, Vahrenkamp, V

“…Furthermore, with the ongoing global rise in sea level, a substantial portion of the peninsula is predicted to fall below the annual flood limit by 2050. This will result in the extensive landward migration of coastal sabkhas deeper into the peninsula's interior. …”

The schooling of irregular migrant children in Canada by Passarelli, D

“…Then, arguments put forward by public authorities in Canada for extending or limiting schooling rights are analysed and compared with the dominant normative frameworks in the theoretical literature. This research finds that public authorities at the sub-state level made use of normative arguments that fall outside common theoretical approaches in moral and political theory. …”

Water resources and extreme events in the Awash basin: economic effects and policy implications: report prepared for the Global Green Growth Institute by Smale, R, Walker, O, Vadheim, B, Hope, R, Hope, R, Charles, K, Hall, J, Dadson, S, Borgomeo, E, Kebede, S, Alamirew, T, Bekele, F, Mengistu, A, Beyene, S

“…The knock-on effects on other sectors in the economy tend to amplify these losses, as reductions in the supply of agricultural produce leading to a fall in productivity in other sectors. <br> Under current economic conditions, the report finds the consequences of hydrological variability to be severe. …”

A Review of Genetic Algorithm: Operations and Applications by Md Isa, Faizatulhaida, Ariffin, Wan Nor Munirah, Jusoh, Muhammad Shahar, Erni Puspanantasari Putri, Erni Puspanantasari Putri

“…Methodology-wise, a systematic analysis of existing literature is undertaken to distil key insights and trends in GA applications. The main findings show the adaptability of GA in tackling problems spanning engineering, economics, bioinformatics, and beyond. …”
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Dividend policy revisited : a Singapore perspective. by Chin, Shi Yin., Yeo, Chong Kiat., Ng, Yan Leng.

“…This paper aims to find the relationship between dividends and the market price of a company's share in the Singapore context. …”
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Exploring the limitations of osmotically assisted reverse osmosis: membrane fouling and the limiting flux by Peters, Christian D., Li, Dan, Mo, Zijing, Hankins, Nicholas P., She, Qianhong

“…All in all, the presented findings provided significant implications for OARO operation and fouling control.…”
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Environmental stress and emotional reactivity: an exploratory experience sampling method study by Wong, Corine Sau Man, Chan, Wai Chi, Lo, Kristen Wing Yan, Chen, Eric Yu Hai, Lam, Linda Chiu Wa

“…However, limited studies have investigated the impact of environment stress (ES) on emotional reactivity. Our study aimed to fill this gap by examining how daily ES affects momentary emotional reactivity using experience sampling method (ESM). …”
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Consensus on current management of endometriosis by Johnson, NP, Hummelshoj, L, World Endometriosis Society Montpellier Consortium

“…There was no other specific funding for this consensus process. Full disclosures of all participants are presented herein.…”

IOT integration of a mobile application with a controller-based system: A by Pang, Bryan Seng Keong

“…An integrated lost and found feature allowed users to report and find their lost items thus giving users a better chance at recovering their items.…”
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