Role of denoisers in simulation-based inference from graph-structured data: a case study for position inference in an astroparticle detector by Venkat Roy, Aaron Higuera, Shixiao Liang, Christina Peters, Waheed U. Bajwa, Christopher D. Tunnell

“…In a likelihood-free inference setup, the inference engine used to make inference from the experimental data can be trained using simulated data. …”
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Energy-exergy and environ-economic (4E) analysis of heat storage-based single-slope solar stills integrated with solar air heater. by Sujit Kumar, Asim Ahmad, Kashif Irshad, Om Prakash, Rukaiya Kausher, S M Mozammil Hasnain, Prabhu Paramasivam, Abinet Gosaye Ayanie, Jayant Giri

“…These were done for both setups. The analysis revealed that CO2 mitigation and credit were more favorable with the TESS. …”
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Simulation of interferometric imaging with EISCAT_3D for fine-scale in-beam incoherent scatter spectra measurements by D. Huyghebaert, D. Huyghebaert, B. Gustavsson, J. Vierinen, A. Kvammen, M. Zettergren, J. Swoboda, I. Virtanen, S. M. Hatch, K. M. Laundal

“…Furthermore, with more development, it can be used to test experimental setups and to design experiments for EISCAT_3D by investigating the needed integration time for various SNSDRs, beam patterns, and ionospheric conditions.…”
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Data Assimilation of Ion Drift Measurements for Estimation of Ionospheric Plasma Drivers by Jiahui Hu, Sarah McDonald, Alex Chartier, Aurora López Rubio, Seebany Datta‐Barua

“…A data assimilation tool, Estimating Model Parameters Reverse Engineering (EMPIRE), implements a Kalman filter to ingest electric density rate correcting the background electric potential and neutral wind. For the baseline setup, or case (1), EMPIRE ingests electron density global map output from the Ionospheric Data Assimilation 4‐Dimensional (IDA4D) algorithm. …”
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The impact of COVID-19 on HIV care: a comprehensive analysis of patient and healthcare providers experiences at the largest HIV treatment center in Ghana by Peter Puplampu, Justice K. Baah, Karl Osei Afoduo, Bright A. Adjei, Araba Abaidoo-Myles, Victor G. Davila-Roman, George B. Kyei, Collins S. Ahorlu

“…Results Pre-pandemic practices, such as using cards for appointments and making phone calls to patients, and intra-pandemic measures, such as re-arranging the clinic setup for patient safety, contributed to clinic attendance. …”
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Enhanced mechanical and tribological performance of additively manufactured 316L steel by MoS2-reinforcement by Sangharatna M. Ramteke, Jorge Ramos Grez, Max Marian

“…Notable variations in the coefficient of friction and wear coefficients were observed across different composites and temperatures in a steel ball-on-three-MMC plate setup under dry conditions. At 25 °C, 4.5 µm MoS2 at 5 wt-% reduced MMC plates’ wear by 96.3 % and counter body (steel ball) wear by 85.5 %. …”
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Advanced KNN-based cost-efficient algorithm for precision localization and energy optimization in dynamic underwater sensor networks by Nadia Shamshad, Lei Wang, Kiran Saleem, Danish Sarwr, Salil Bharany, Ahmad Almogren, Jaeyoung Choi, Ateeq Ur Rehman, Ayman Altameem

“…The effectiveness of the proposed KNN-based cost-efficient method is evaluated through real-time experiments conducted in a water tank setup and simulations using the Ns-3.37 version. …”
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Dynamical system analysis for extended f(P) gravity coupled with scalar field by Ratul Mandal, Ujjal Debnath, Anirudh Pradhan

“…After presenting the field equation for the corresponding cosmological setup, we introduce some dimensionless variables and formulate a nonlinear autonomous system. …”
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Impacts of data consistency levels in cloud-based NoSQL for data-intensive applications by Saulo Ferreira, Júlio Mendonça, Bruno Nogueira, Willy Tiengo, Ermeson Andrade

“…Additionally, all of these DBMSs exhibit statistically significant variations across all scenarios in the multi-region setup when the data consistency is switched from weak to stronger level.…”
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Tibetan–Chinese speech-to-speech translation based on discrete units by Zairan Gong, Xiaona Xu, Yue Zhao

“…We evaluate the performance of HuBERT model under various configurations to select the optimal setup based on Phone-unit Normalized Mutual Information (PNMI) values. …”
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Mathematical-Based CFD Modelling and Simulation of Mushroom Drying in Tray Dryer by Talbachew Tadesse Nadew, Petros Demissie Tegenaw, Tsegaye Sissay Tedila

“…The parameter permeability of medium (α) and pressure-jump coefficient (C2) appearing in the momentum source term were directly introduced in the Fluent setup as cell zone conditions. The simulation results of the moisture removal and drying temperatures were validated against experimental data. …”
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Molecular dynamics simulation dataset for xSiO2−yB2O3−(1−x−y)Na2O glassesMendeley Data by Michel Mama Toulou, Paul C.M. Fossati, Cindy L. Rountree

“…Additionally, multiple simulations can be setup to homogeneously sample large sections of the phase diagram.MD simulations were carried out to model glasses of different chemical compositions xSiO2−yB2O3−(1−x−y)Na2O where x and y vary from 0 mol% to 100 mol% in 5 mol% increments and x + y ≥ 50 %. …”
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Investigation into the monitoring and control of mechanical dynamics in inclined mining equipment utilizing digital twin technology by Panshi XIE, Hang YANG, Yongping WU, Baofa HUANG, Weidian LIN, Leilei YI

“…Through the integration of various posture perception sensors, it gathers posture and load data from the physical hydraulic supports. This setup enables precise posture alignment and immediate feedback between the digital twins and their physical counterparts. …”
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Biofortification of Spring Barley Grain with Microelements through Sulfur Fertilization by Bożena Barczak, Magdalena Jastrzębska, Marta K. Kostrzewska

“…In a three-year single-factor field experiment setup on luvisols with low content of sulphur, the following fertilizers were tested: ammonium sulphate, potassium sulphate, and Wigor S (80% elemental sulphur and 20% bentonite). …”
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Instrucciones procedimentales de los marcadores evidenciales en efecto y efectivamente. by Inmaculada Solís García

“…La hipótesis propuesta acerca de las instrucciones evidenciales de en efecto se articula en dos planos: desde el punto de vista del enunciador, éste no manifiesta su implicación en la relación predicativa, que presenta de forma neutra; desde la óptica paradigmática, en efecto sitúa la relación predicativa de forma abierta como aún negociable; con efectivamente, en cambio, el enunciador se responsabiliza en primera persona de la relación predicativa, de la que se siente garante; desde la óptica paradigmática, la relación predicativa se presenta como cerrada, no sujeta a posterior negociación. …”
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Effects of water nutrient concentrations on stream macroinvertebrate community stoichiometry: a large-scale study by Beck, Miriam, Billoir, Elise, Usseglio-Polatera, Philippe, Meyer, Albin, Gautreau, Edwige, Danger, Michael

“…However, studies addressing stoichiometry at community level are rare and most often restricted to lacustrine planktonic systems, single streams or limited experimental setups. Relying on a stoichiometric database for >200 taxa and >1300 standardized sampling events of macroinvertebrate assemblages from the French national monitoring programme, we investigated the effect of water phosphorus and nitrogen load on stream macroinvertebrate community stoichiometry. …”
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Physically-based modelling of UK river flows under climate change by Ben A. Smith, Stephen J. Birkinshaw, Elizabeth Lewis, Eleyna McGrady, Paul Sayers

“…This study presents the model setup and results from the first calibrated, physically-based, spatially-distributed hydrological modelling of combined land cover and climate change impacts on a large sample of UK river catchments. …”
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Mutant Prevention Concentration of Ciprofloxacin against Klebsiella pneumoniae Clinical Isolates: An Ideal Prognosticator in Treating Multidrug-Resistant Strains by B. Aditi Priyadarshini, Krishnan Mahalakshmi, Venkatesan Naveen Kumar

“…Estimation of the MPC in the case of multidrug-resistant isolates in the clinical setup may help in treating these drug-resistant strains.…”
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A Longitudinal-Bending Hybrid Linear Ultrasonic Motor and Its Driving Characteristic by Huajie Qu, Chendong Liu, Lei Zhang, Jianjun Qu, Baoyu Song

“…In addition, the LUSM test setup is built. The effects of driving frequency and Vpp on stator stall force and average velocity are studied. …”
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A new method for testing non-porous surfaces for their antimicrobial efficacy using an aerosol-generating spray chamber by Sabine Poelzl, Daniela Dreisiebner, Eva Zarschenas, Rozita Nokhbehzaeim, Clemens Kittinger

“…The results provided reproducible and reliable results in the setup carried out. This test method represents a valuable alternative for the assessment of non-porous surfaces in a manner that more closely reflects real-world conditions (e.g., simulation of aerosol formation by sneezing).…”
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