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1
Streamflow simulation and forecasting using remote sensing and machine learning techniques
Published 2024-12-01Subjects: Get full text
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2
Understanding groundwater droughts using detrended historical meteorological data and long-term groundwater modelling
Published 2024-01-01Subjects: “…Data-driven modelling…”
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3
Feature selection and data‐driven model for predicting the remaining useful life of lithium‐ion batteries
Published 2024-12-01Subjects: “…data‐driven model…”
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4
Optimizing biochar yield and composition prediction with ensemble machine learning models for sustainable production
Published 2025-01-01Subjects: Get full text
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5
SINDy and PD-Based UAV Dynamics Identification for MPC
Published 2025-01-01Subjects: Get full text
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6
A Reduced-Order Model of Lithium–Sulfur Battery Discharge
Published 2025-01-01Subjects: Get full text
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7
Predicting transient response using data-driven models for ball-impact simulations
Published 2024-01-01Subjects: Get full text
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8
Machine-learning based prediction of hydrogen/methane mixture solubility in brine
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9
Climate Change Impact on Cereal Production in Northern Africa: A Comprehensive Modeling and Control Approach
Published 2025-01-01Subjects: “…Data-driven modeling…”
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10
Development of data-driven algal bloom alert models with low temporal resolution data and application to Hong Kong rivers
Published 2025-02-01Subjects: Get full text
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11
Unlocking the Potential of Remanufacturing Through Machine Learning and Data-Driven Models—A Survey
Published 2024-12-01Subjects: Get full text
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12
Agent-based modeling for data-driven enforcement: combining empirical data with behavioral theory for scenario-based analysis of inspections
Published 2025-01-01Subjects: Get full text
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13
A critical review on groundwater level depletion monitoring based on GIS and data-driven models: Global perspectives and future challenges
Published 2024-01-01Subjects: Get full text
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14
Data-driven material modeling based on the Constitutive Relation Error
Published 2024-12-01Subjects: “…Data-driven modeling…”
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15
Improving accuracy in parametric reduced-order models for classical guitars through data-driven discrepancy modeling
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16
Research on data-driven modeling for photovoltaic characteristics based on hybrid neural network
Published 2020-06-01Subjects: “…data-driven modeling;convolutional neural network;radial basis function neural network…”
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17
Real-Time Modeling for Design and Control of Material Additive Manufacturing Processes
Published 2024-11-01Subjects: “…hybrid physical-data-driven modeling…”
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18
Empirical Data-Driven Linear Model of a Swimming Robot Using the Complex Delay-Embedding DMD Technique
Published 2025-01-01Subjects: Get full text
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19
Recent Progress in Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes
Published 2024-12-01Subjects: “…data-driven modeling…”
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20
Machine and deep learning performance in out-of-distribution regressions
Published 2025-01-01Subjects: “…data-driven model generalization…”
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