Characterizing out-of-distribution generalization of neural networks: application to the disordered Su–Schrieffer–Heeger model by Kacper Cybiński, Marcin Płodzień, Michał Tomza, Maciej Lewenstein, Alexandre Dauphin, Anna Dawid

“…In particular, we show that we can ensure better out-of-distribution (OOD) generalization in the complex classification problem by choosing such an NN that, in the simplified version of the problem, learns a known characteristic of the phase. …”
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Application of Citizen Science to Sheep as a Model to Sensitize Young Citizens to Biodiversity, Animal Welfare and the Social Utility of Research by Sara Moscatelli, Anna Paniccià, Elisa Palmioli, Laura Del Gobbo, Francesca Mercati, Paola Scocco

“…For each AQ item children expressed their agreement/disagreement by choosing from five response modes. The MPT aim was to evaluate if children had understood the explained topics by true/false options in respect to a sentence. …”
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2020 Cool-Season Forage Variety Recommendations for Florida by A. R. Blount, M. Wallau, E. Rios, J. M. B. Vendramini, J. C. B. Dubeux, Md. A. Babar, K. E. Kenworthy, M. J. Mulvaney, K. H. Quesenberry

“…Many livestock producers may choose to establish cool-season annual pasture species to supplement their forage production. …”
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Multi-period and multi-objective stock portfolio modeling considering cone constraints by Masoomeh Zeinalnezhad, Zohreh Ebrahimi, Towhid Pourrostam

“…Nowadays, one of the major concerns of investors is choosing a realistic stock portfolio and making proper decisions according to an individual's utility level. …”
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A magnetorheological clutch for efficient automotive auxiliary device actuation by F. Bucchi, P. Forte, F. Frendo, R. Squarcini

“…Several clutch preliminary studies done to choose the clutch geometry and the magnetic field supply are illustrated. …”
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Canadian Thoracic Society: Presenting a New Process for Clinical Practice Guideline Production by Samir Gupta, Onil K Bhattacharyya, Melissa C Brouwers, Elizabeth A Estey, Margaret B Harrison, Paul Hernandez, Valerie A Palda, Louis-Philippe Boulet

“…Important features include standard methods for choosing and formulating optimal questions and for finding, appraising, and summarizing the evidence; use of the Grading of Recommendations Assessment, Development and Evaluation system for rating the quality of evidence and strength of recommendations; use of the Appraisal of Guidelines for Research and Evaluation instrument for quality control during and after guideline development and for appraisal of other guidelines; use of the ADAPTE process for adaptation of existing guidelines to the local context; and use of the GuideLine Implementability Appraisal tool to augment implementability of guidelines. …”
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2020 Cool-Season Forage Variety Recommendations for Florida by A. R. Blount, M. Wallau, E. Rios, J. M. B. Vendramini, J. C. B. Dubeux, Md. A. Babar, K. E. Kenworthy, M. J. Mulvaney, K. H. Quesenberry

“…Many livestock producers may choose to establish cool-season annual pasture species to supplement their forage production. …”
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Anti-NMDA Receptor Encephalitis in a Patient with Previous Psychosis and Neurological Abnormalities: A Diagnostic Challenge by R. David Heekin, Maria C. Catalano, Alfred T. Frontera, Glenn Catalano

“…Nine years later, she presented to our facility again, this time with left sided numbness, left eyelid droop, and word finding difficulties. Finally, five years later, she presented with manic symptoms, hallucinations, and memory impairment. …”
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Learning by Teaching with Humanoid Robot: A New Powerful Experimental Tool to Improve Children’s Learning Ability by Frank Jamet, Olivier Masson, Baptiste Jacquet, Jean-Louis Stilgenbauer, Jean Baratgin

“…Browsing the literature shows that an increasing number of authors choose to use the learning by teaching approach in the field of educational robotics. …”
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Mouse Models of Nonalcoholic Steatohepatitis: Head-to-Head Comparison of Dietary Models and Impact on Inflammation and Animal Welfare by Andreas Kroh, Vanina Ivanova, Hannah Drescher, Julia Andruszkow, Thomas Longerich, Jochen Nolting, Roman Eickhoff, D. Heise, Karl P. Rheinwalt, Ulf P. Neumann, Florian T. Ulmer

“…A variety of dietary nonalcoholic steatohepatitis (NASH) mouse models are available, and choosing the appropriate mouse model is one of the most important steps in the design of NASH studies. …”
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Challenges in Diagnosing Intrahepatic Cholangiolithiasis in a 39-Year-Old Patient by A. K. Guseva, O. N. Sergeyeva, T. P. Nekrasova, O. T. Imaraliev, A. V. Okhlobystin, Y. N. Shirokova, A. S. Ostrovskaya, M. S. Zharkova, A. S. Cherenda, V. T. Ivashkin

“…The presented clinical case demonstrates the difficulties in assessing pathogenesis, choosing diagnostic and therapeutic approaches in patients with severe intrahepatic lithiasis that may mimic hepatic neoplasm. …”
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A Two-Stage Robust Optimization Method Based on the Expected Scenario for Islanded Microgrid Energy Management by Qing Duan, Wanxing Sheng, Haoqing Wang, Caihong Zhao, Chunyan Ma

“…In this study, focusing on the energy management of a typical islanded microgrid and considering uncertainties such as the power output of renewable energy sources and the power demand of loads, an expected-scenario-oriented two-stage robust optimization (E-TSRO) method is proposed to alleviate the conservative tendency of the C-TSRO method because the E-TSRO method chooses to optimize the system cost according to the expected scenario instead, while ensuring the feasibility of the first-stage variables for all possible scenarios, including the worst case. …”
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Practical Steps to Design Brucellosis Preventive Interventions: An Intervention Mapping Approach by Arash Ziapour, Farshid Rezaei, Mohammad Jafarzadeh, Nasim Mirzaei, Eslam Moradi‐Asl, Nazila Nejhaddadgar

“…The intervention mapping model provides guidance for choosing the most appropriate methods and applications. …”
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Two-stage frequency regulation for wind turbines with adaptive coefficients and optimized power trajectory by Zhiting Zhou, Hui Li, Jie Zheng, Hongtao Tan, Xuewei Xiang, Ran Yao

“…Then, the fuzzy logic-based droop gain and segmented inertia gain are introduced as control strategies for the first stage. …”
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Energy Storage Systems - Energizing the Future: A Review by Ravi Adarsh, Rajkumar Jayakumar Kiran, Perumal Azhahia Padmanabha Pillai Thanumalaya

“…We have understood main parameters and criteria used to measure the importance of ESS and thus helping to choose the best option. A “performance indexing” have been performed for the specific application and a comparison is presented.…”
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Unsuspected Cause of Respiratory Distress: Unrecognized Esophageal Foreign Body by Naima Baddouh, Lahcen Arjdal, Abdelaziz Raji, Mounir Bourrous

“…The most common presenting symptoms are dysphagia, drooling, and vomiting. Revelation by respiratory distress is a rare and unusual condition. …”
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A comprehensive assessment of arterial signal coordination through a case study by Peter Horbachov, Yevhen Liubyi, Stanislav Svichynskyi, Dmitriy Muzylyov, Vitalii Ivanov

“…Many municipalities in developing countries still face the problem of choosing the most effective way to advance their traffic control systems based on isolated fixed-time traffic signals. …”
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Multipoint Optimal Minimum Entropy Deconvolution Adjusted for Automatic Fault Diagnosis of Hoist Bearing by Tengyu Li, Ziming Kou, Juan Wu, Waled Yahya, Francesco Villecco

“…In the second part, the particle swarm optimization (PSO) taking fractal dimension as the objective function is employed to choose the filter length of MOMEDA, and then the feature frequency is extracted by MOMEDA from the reconstructed signal. …”
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Total Flavonoids Content in the Raw Material and Aqueous Extractives from Bauhinia monandra Kurz (Caesalpiniaceae) by Ana Josane Dantas Fernandes, Magda Rhayanny Assunção Ferreira, Karina Perrelli Randau, Tatiane Pereira de Souza, Luiz Alberto Lira Soares

“…The results showed an important dependence of the method response from reaction time, AlCl3 concentration, sample amount, and solvent mixture. After choosing the optimized condition, the method was applied for the matrixes (herbal material and extractives), showing precision lower than 5% (for both parameters repeatability and intermediate precision), coefficient of determination higher than 0.99, and no important influence could be observed for slight variations from wavelength or AlCl3 concentration. …”
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Modern Contraceptive Use in District : Crossectional Study by Yanna Wari Harahap, Arinil Hidayah, Febrina Angraini Simamora

“…Improve service environment quality family can help women to choose suitable contraceptive.…”
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