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1
Deep reinforcement learning for the optimized operation of large amounts of distributed renewable energy assets
Published 2023-01-01“…Energy and AI…”
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2
ChemNODE: A neural ordinary differential equations framework for efficient chemical kinetic solvers
Published 2022-01-01“…Energy and AI…”
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3
Comparative techno-economic analysis of large-scale renewable energy storage technologies
Published 2023-10-01“…Energy and AI…”
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4
Reconstructing hourly residential electrical load profiles for Renewable Energy Communities using non-intrusive machine learning techniques
Published 2024-01-01“…Energy and AI…”
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5
Machine learning for CO2 capture and conversion: A review
Published 2024-05-01“…Energy and AI…”
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6
Integration of multi-physics and machine learning-based surrogate modelling approaches for multi-objective optimization of deformed GDL of PEM fuel cells
Published 2023-10-01“…Energy and AI…”
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7
Explainability-based Trust Algorithm for electricity price forecasting models
Published 2023-10-01“…Energy and AI…”
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8
Identifying the validity domain of machine learning models in building energy systems
Published 2024-01-01“…Energy and AI…”
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9
Passivating contact-based tunnel junction Si solar cells using machine learning for tandem cell applications
Published 2023-10-01“…Energy and AI…”
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10
Degradation prediction of proton exchange membrane fuel cell stack using semi-empirical and data-driven methods
Published 2023-01-01“…Energy and AI…”
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11
Consensus-based dispatch optimization of a microgrid considering meta-heuristic-based demand response scheduling and network packet loss characterization
Published 2023-01-01“…Energy and AI…”
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12
A robust autoregressive long-term spatiotemporal forecasting framework for surrogate-based turbulent combustion modeling via deep learning
Published 2024-01-01“…Energy and AI…”
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13
A novel forecasting approach to schedule aggregated electric vehicle charging
Published 2023-10-01“…Energy and AI…”
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14
Machine learning super-resolution of laboratory CT images in all-solid-state batteries using synchrotron radiation CT as training data
Published 2023-10-01“…Energy and AI…”
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15
RED WoLF hybrid energy storage system: Algorithm case study and green competition between storage heaters and heat pump
Published 2023-10-01“…Energy and AI…”
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16
Upsampling Monte Carlo neutron transport simulation tallies using a convolutional neural network
Published 2023-07-01“…Energy and AI…”
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17
Applying machine learning techniques to predict laminar burning velocity for ammonia/hydrogen/air mixtures
Published 2023-07-01“…Energy and AI…”
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18
Utilizing neural networks to supplant chemical kinetics tabulation through mass conservation and weighting of species depletion
Published 2024-05-01“…Energy and AI…”
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19
Improved deep residual shrinkage network for a multi-cylinder heavy-duty engine fault detection with single channel surface vibration
Published 2024-05-01“…Energy and AI…”
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20
Ocean energy applications for coastal communities with artificial intelligencea state-of-the-art review
Published 2022-11-01“…Energy and AI…”
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