A Solution Method for Partial Differential Equations by Fusing Fourier Operators and U-Net by Tao Zhang, Xinran Zhu

“…In scientific and engineering calculation, the effective solution of partial differential equations (PDEs) has great significance. This paper presents an innovative method based on the combination of a U-Net neural network with Fourier neural operators, aiming to improve the accuracy and efficiency of solving partial differential equations. …”
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Reform at the top: What's next for the WTO? A second life? A socio-political analysis by Daniel Drache

“…It will have a smaller remit, be prone to mini-multilateralism and have to learn to live with a proliferation of regional trade agreements. …”
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Les écoles culinaires françaises : leur rôle dans la transmission et la mondialisation du repas gastronomique des Français. « Regards de Taïwan » by Chia-Ling Hsu

“…This study led us to take a closer look at the culinary schools and their role in the international diffusion of French gastronomy. These schools are present throughout the world, welcoming foreign students and offering them training adapted to their needs. …”
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Outcomes-based reimbursement for gene therapies in practice: the experience of recently launched CAR-T cell therapies in major European countries by Jesper Jørgensen, Eve Hanna, Panos Kefalas

“…Background: The experience of Kymriah® and Yescarta® provides real-world examples of how health-care systems approach and manage the reimbursement of one-off, high-cost, cell, and gene therapies, and the decision uncertainty and affordability challenges they present. Objective: To provide an overview of the reimbursement schemes used for Kymriah® and Yescarta® in France, Germany, Italy, Spain, and the UK (EU5) as per the final quarter of 2019; to identify challenges and derive learnings for future product launches. …”
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An Efficient Recommendation Algorithm Based on Heterogeneous Information Network by Ying Yin, Wanning Zheng

“…Heterogeneous information networks can naturally simulate complex objects, and they can enrich recommendation systems according to the connections between different types of objects. At present, a large number of recommendation algorithms based on heterogeneous information networks have been proposed. …”
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Comunicação interna e gestão da qualidade total: o caso Volkswagen - unidade Resende Internal communication and Total Quality Management: the case study of Volkswagen - Resende Uni... by Adriana Nigro Cardia

“…O presente estudo visou a investigação da comunicação interna num ambiente de gestão da Qualidade Total, enfocando os procedimentos adotados na transmissão das informações e no processo de comunicação estabelecido com os diversos públicos relacionados à organização estudada. …”
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The Roma as a Protected Minority? Policies and Best Practices in the EU by Sigrid Lipott

“…The first two sections introduce the key features present in the debate regarding Roma minorities, highlighting the in-group diversity. …”
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Sql injection detection using Naïve Bayes classifier: A probabilistic approach for web application security by Lu Zhexi

“…The classifier is trained using a labeled dataset and then learns to distinguish between benign and malicious requests by assessing their computed probabilities. …”
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Imprisonment and keeping of birds in Islamic jurisprudence: A Comparative Study by Hussain Rasheed Ali

“…And they forgot or forgot that this poor and weak bird feels as we do, and suffers as we do, and it has a sexual instinct like humans and other animals. The researcher presented the definition and concept of “imprisonment”, “acquisition” and “bird” for linguists, and then I followed it with an idiomatic definition of it, and I formulated it with my own expression, after I did not find it in the mothers of the linguist, and I learned the knowledge of the linguists. …”
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Evolution of microRNA in primates. by Jey C McCreight, Sean E Schneider, Damien B Wilburn, Willie J Swanson

“…Many of these non-conserved miRNA appear to regulate neuronal processes, illustrating the importance of investigating miRNA to learn more about human evolution.…”
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The Situation of Social Cooperatives in Small Villages in Hungary by Katalin Lipták

“…The experiences of the field research are presented in the form of recommendations for policymakers, as social cooperatives can be an important instrument of employment policy.…”
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Challenging primary school students’ attitude toward calculators by Russasmita Sri Padmi

“…The finding of the present study is expected to help teachers to challenge the stigma about calculator and thus can benefit from calculator to enhance their lesson.…”
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A interseccionalidade como lente para o diálogo com o espaço urbano e o digital: Leituras sobre gênero, raça e classe no eixo Sul-Sudeste brasileiro by Gabriella Fontes Leite, Sílvia Leiria Viegas

“…The article addresses the notion of intersectionality, emphasising the intersection of three markers — gender, class, and race — in relation to urban and digital spaces. It begins by presenting the region selected for exploring the theme under study — the Brazilian South-Southeast axis — in order to explain the contemporary logics of oppression and privilege from a historical perspective and their relationship with the material world; and digital technologies as a means of mediating and reproducing these processes. …”
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From Theory to Large‐Scale Simulations, or Living Without “The Paradox of Choice” by Vania K. Jordanova

“…My life experience offers another perspective on how to make choices; wherein I had to rely more on serendipity, coincidence, and embracing risks. This paper presents a brief description of my career path in space science—from a small village in the countryside to one of the top science Laboratories in the world—and lessons learned through the process of becoming a more resilient scientist. …”
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The Emerging Adult with Inflammatory Bowel Disease: Challenges and Recommendations for the Adult Gastroenterologist by Itishree Trivedi, Laurie Keefer

“…This paper discusses the system-based challenges in care provision and search for meaningful patient-oriented outcomes and presents a conceptual model of determinants of continuity of care in this unique population.…”
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Home Biofeedback Training for Pelvic Floor Disorders: Is There Hope for Hopeless Patients? by Marek Vojtko, Peter Banovcin, Martin Duricek, Jakub Hoferica, Peter Liptak

“…The most common anorectal disorders are fecal incontinence, functional anorectal pain, and functional defecation disorders. They are often presented by overlapping symptoms with various degrees of severity. …”
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The role and importance good business negotiation skills for modern managers by Cvetković Filip, Kovačević S.Maja, Stanković Aleksandar, Andrejević Dejan, Filev Mihajlo

“…Negotiating represents a skill that is present in every aspect of life, whether it is everyday negotiations over simple matters, or business negotiations, which are the primary focus of this paper. …”
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A Graph Isomorphic Network with Attention Mechanism for Intelligent Fault Diagnosis of Axial Piston Pump by Kai Li, Bofan Wu, Shiqi Xia, Xianshi Jia

“…Subsequently, a spatio-temporal attention-based module used to learn the graph representation of piston pump faults is presented, where a novel READOUT function and Transformer encoder provide spatial and temporal interpretability, respectively. …”
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PAH101: A G W+BSE Dataset of 101 Polycyclic Aromatic Hydrocarbon (PAH) Molecular Crystals by Siyu Gao, Xingyu Liu, Yiqun Luo, Xiaopeng Wang, Kaiji Zhao, Vincent Chang, Bohdan Schatschneider, Noa Marom

“…The dataset can be used to (i) discover materials with desired electronic/optical properties, (ii) identify correlations between DFT and G W+BSE quantities, and (iii) train machine learned models to help in materials discovery efforts.…”
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Dual-Branch Neural Network for Bridging Semantic Gap in Harmful Meme Detection by Muhammad Shoib Amin, Summaira Jabeen, Ahmad A. Alzahrani, Abdolraheem Khader, Ali Ahmed, Sadaf Hussain

“…Detecting such harmful memes presents a significant challenge due to the semantic disparity between their textual and visual components. …”
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