Editorial: Demonstrating observation impacts for the ocean and coupled prediction by Peter R. Oke, Yosuke Fujii, Elizabeth Remy

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Wildfire Smoke Demonstrates Significant and Predictable Black Carbon Light Absorption Enhancements by James E. Lee, Kyle Gorkowski, Aaron G. Meyer, Katherine B. Benedict, Allison C. Aiken, Manvendra K. Dubey

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THE USAGE OF METRIC FEATURES IN PREDICTION WITH DECISION TREES DEMONSTRATED ON THE TASK OF FOREST COVER TYPE CLASSIFICATION by Victor V. Kitov

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A Real-Life Demonstration of Secondary Frequency Reserve Provision with Electric Water Heaters by Louis Brouyaux, Sandro Iacovella, Sylvain Quoilin

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Correction: A Source Area Approach Demonstrates Moderate Predictive Ability but Pronounced Variability of Invasive Species Traits. by Günther Klonner, Stefan Fischer, Franz Essl, Stefan Dullinger

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Using Machine Learning to Predict Wine Quality and Prices: A Demonstrative Case Using a Large Tabular Database by Diogo Oliveira Moreira, Luis Paulo Reis, Paulo Cortez

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Integration of a hybrid vibration prediction model for railways into noise mapping software: methodology, assumptions and demonstration by Pieter Reumers, Geert Degrande, Geert Lombaert, David J. Thompson, Evangelos Ntotsios, Pascal Bouvet, Brice Nélain, Andreas Nuber

“…The paper focuses on the influence of these parameters on the compliance of the track–soil system and the free field response. We also demonstrate the use and discuss the validation of the vibration prediction tool for the case of a high-speed train running on a ballasted track in Lincent (Belgium).…”
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Demonstration of an Advanced Rectification Strategy on a Linear Generator for Better Electricity Quality by Boru Jia, Liutao Sun, Yidi Wei, Huihua Feng, Jian Li, Qiming Lei, Jiazheng Miao, Zhengxing Zuo

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Inflammatory Biomarkers Demonstrate Predictive Capacity for Mortality in COVID-19-Related ARDS Patients Receiving High-Dose Corticosteroids: A Longitudinal Analysis by Daenen K, Boyd A, Huijben JA, Stoof SCM, Bos LDJ, Gommers D, van Gorp ECM, Dalm VASH, Endeman H

“…NLR demonstrated the most consistent association with mortality over time. …”
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A novel ubiquitin-related genes-based signature demonstrated values in prognostic prediction, immune landscape sculpture and therapeutic options in laryngeal cancer by Lu Liu, Lu Liu, Lu Liu, Lu Liu, Bing Wang, Xiaoya Ma, Xiaoya Ma, Lei Tan, Lei Tan, Lei Tan, Xudong Wei, Xudong Wei

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SugarViT-Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet. by Maurice Günder, Facundo Ramón Ispizua Yamati, Abel Barreto, Anne-Katrin Mahlein, Rafet Sifa, Christian Bauckhage

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Qinghai Energy Demand Forecasting and Development Strategy Research under the Background of Construction of Clean Energy Demonstration Province by Hongxia LI, Xiangcheng ZHANG, Fang LI, Haining ZHANG, Nan LI, Xue MA

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Demonstration and Evaluation of Model Predictive Control (MPC) for a Real-World Heat Pump System in a Commercial Low-Energy Building for Cost Reduction and Enhanced Grid Support by Leroy Tomás, Manuel Lämmle, Jens Pfafferott

“…This study demonstrates the feasibility of MPC in a low-energy, non-residential building by integrating a controller based on electricity market prices. …”
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Methanol Extract of Ficus trigonata Stem Bark Demonstrated Antiplasmodial Activity in Mice by Suleiman mahmoud Jada, Yusuf Umar, Abdullahi Usman Wurochekke

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Water-responsive shape memory hybrid: Design concept and demonstration

“…In this paper, the concept of water-responsive shape memory hybrid is proposed and the advantages are demonstrated by two examples. The hybrid concept is versatile and can be easily accessed by those even without much polymer/chemistry background. …”
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Demonstration of Algorithmic Quantum Speedup for an Abelian Hidden Subgroup Problem by Phattharaporn Singkanipa, Victor Kasatkin, Zeyuan Zhou, Gregory Quiroz, Daniel A. Lidar

“…For sufficiently small values of w and for circuits involving up to 58 qubits, we demonstrate an exponential speedup, albeit of a lower quality than the speedup predicted for the noiseless algorithm. …”
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Design and Experimental Demonstration of Wavelength‐Selective Metamirrors on Sapphire Substrates by Mariia Matiushechkina, Andrey B. Evlyukhin, Radu Malureanu, Vladimir A. Zenin, Torgom Yezekyan, Andrei Lavrinenko, Sergey I. Bozhevolnyi, Boris N. Chichkov, Michèle Heurs

“…Following this, the metasurfaces are fabricated and experimentally characterized, demonstrating reflectivity exceeding 95% around the design wavelengths, which is in good agreement with theoretical predictions. …”
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Demonstration of Scully–Drühl-type quantum erasers on quantum computers by Bo-Hung Chen, Dah-Wei Chiou, Hsiu-Chuan Hsu

“…Experiments conducted on IBM Quantum and IonQ processors demonstrate that the recovery of interference patterns, to varying degrees, aligns closely with theoretical predictions, despite the presence of systematic errors. …”
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Machine learning models predicting risk of revision or secondary knee injury after anterior cruciate ligament reconstruction demonstrate variable discriminatory and accuracy performance: a systematic review by Benjamin Blackman, Prushoth Vivekanantha, Rafay Mughal, Ayoosh Pareek, Anthony Bozzo, Kristian Samuelsson, Darren de SA

“…Conclusion Machine learning models designed to predict the risk of revision or secondary knee injury demonstrate variable discriminatory performance when evaluated with AUC or concordance metrics. …”
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Optimal Paradigms for Quantitative Modeling in Systems Biology Demonstrated for Spinal Motor Neuron Synthesis by Gülbahar Akgün, Rza Bashirov

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