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321
Learning Interactions between Rydberg Atoms
Published 2025-08-01“…We demonstrate that our GNN model has a remarkable capacity to extrapolate beyond its training domain, regarding both the size and the shape of the system, yielding an accurate determination of the Hamiltonian parameters with a minimal set of measurements. …”
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322
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323
Does digital learning stimulate creativity?
Published 2024-12-01“…E-learning, or digital learning, has transformed education, raising questions about its impact on creativity. …”
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324
Care farming, learning and young people: An exploration into the possible contribution of care farming to young people’s engagement with learning
Published 2022-12-01“…Unstructured interviews, photo elicitation and semi-structured interviews were all triangulated with observational fieldwork notes. Data yielded in this study found that care farms provide a nurturing and enabling learning environment for young people to self-discover and freedom from the humiliation and frustration experienced by some in the traditional schooling system. …”
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325
Comparative Analysis of Automated Machine Learning and Optimized Conventional Machine Learning for Concrete’s Uniaxial Compressive Strength Prediction
Published 2024-01-01“…This study pioneers the application of automated machine learning (AutoML) and conventional ML techniques to unravel the intricate relationships between the UCS and six factors. …”
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326
Development of Problem-Based Learning Model Learning Module To Improve Mathematical Communication and Curiosity of Grade 5 Students
Published 2025-06-01“… This study aimed to examine the development process, outcomes, and impact of Problem-Based Learning (PBL) modules designed to enhance fifth-grade elementary students’ mathematical communication skills and curiosity in arithmetic. …”
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327
Comparative Analysis of Machine Learning and Deep Learning Models for Classification and Prediction of Liver Disease in Patients with Hepatitis C
Published 2025-06-01“…This study used the Electronic Health Records dataset from the UCI Machine Learning Repository, which included 615 individuals, of which 540 were healthy, and 75 had hepatitis C. …”
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328
LEARNING INNOVATION: APPLICATION OF DISCOVERY LEARNING-BASED WORKSHEETS TO SHARPEN STUDENTS’ COLLABORATION SKILLS ON HYDROELECTRIC POWER PLANTS
Published 2025-04-01“…This study aims to analyze the effect of discovery learning on improving students' collaboration skills in studying alternative energy sources, mainly hydropower. …”
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329
Developing Engaging IPAS Lessons : Google Sites Learning Media Based on Banten Culture to Boost Interest and Learning Outcomes
Published 2025-06-01“…The results indicate that the validation of the Banten culture-based Google Sites learning material yields a score of 96%, categorized as 'Very Good'. …”
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330
Comparative analysis of different PV technologies under the tropical environments
Published 2025-05-01“…The field performances of these cells were initially assessed using standard performance indices such as Array Yield, Reference Yield, Capture Loss, Performance Ratio, and Efficiency Ratio. …”
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331
Investigating Transfer Learning in Noisy Environments: A Study of Predecessor and Successor Features in Spatial Learning Using a T-Maze
Published 2024-10-01“…In discussing these results, we emphasize the critical role of hyperparameter optimization in refining the performance and transfer learning efficacy of learning algorithms. This research advances our understanding of the functionality of PF and SF algorithms, particularly in navigating the inherent uncertainty of transfer learning tasks. …”
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332
Modeling impacts of climate-induced yield variability and adaptations on wheat and maize in a sub-tropical monsoon climate - using fuzzy logic
Published 2025-07-01“…Utilizing a machine learning approach, future yield patterns were predicted for these crops under various climate change scenarios. …”
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333
Deep Learning Methods Used in Precision Agriculture
Published 2024-01-01“…Our primary objectives are to provide a comprehensive overview of artificial neural networks (ANNs), including Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs), and to explore their applications in precision agriculture. Deep learning has shown great potential in accurately predicting crop yields and quality, and in optimizing the use of resources in farming. …”
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334
Early detection of human Mpox: A comparative study by using machine learning and deep learning models with ensemble approach
Published 2025-06-01“…Objective This study aims to enhance the early diagnosis of Mpox through machine learning (ML) and deep learning (DL) models, integrating an ensemble approach to improve classification accuracy. …”
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335
EnsembleNPPred: A Robust Approach to Neuropeptide Prediction and Recognition Using Ensemble Machine Learning and Deep Learning Methods
Published 2025-06-01“…In this study, we propose EnsembleNPPred, an ensemble learning framework that integrates traditional machine learning (ML) models with a deep learning (DL) component. …”
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336
Deep Learning with Transfer Learning on Digital Breast Tomosynthesis: A Radiomics-Based Model for Predicting Breast Cancer Risk
Published 2025-06-01“…This study aimed to develop and evaluate two deep learning (DL) models based on transfer learning for the binary classification of breast lesions (benign vs. malignant) using DBT images to support clinical decision-making and risk stratification. …”
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337
Equitable hospital length of stay prediction for patients with learning disabilities and multiple long-term conditions using machine learning
Published 2025-02-01“…PurposeIndividuals with learning disabilities (LD) often face higher rates of premature mortality and prolonged hospital stays compared to the general population. …”
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338
DLML-PC: an automated deep learning and metric learning approach for precise soybean pod classification and counting in intact plants
Published 2025-07-01“…By improving the Siamese Network in metric learning, the optimal Siamese Network model was obtained. …”
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339
Neural network compression for reinforcement learning tasks
Published 2025-03-01“…Abstract In real applications of Reinforcement Learning (RL), such as robotics, low latency, energy-efficient and high-throughput inference is very desired. …”
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340
The problem with two-event sequence learning by pigeons
Published 2024-10-01“…Abstract Bonobos appear to show little evidence of learning to make one response (R1) to an AB sequence and a different response (R2) to sequences BB, AA, and BA (Lind et al. …”
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