Domain knowledge driven 3D radiation dose prediction [PMB'22]
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Jul 25, 2024 - Python
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domain-knowledge-integration
Here are 7 public repositories matching this topic...
Official code release of AAAI 2024 paper SayCanPay.
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Apr 5, 2024 - Python
Predicting future prices using Facebook Prophet
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Oct 18, 2020 - Jupyter Notebook
Project used sampling/de-dup technique based on schema knowledge on HoloClean system. Goal was to reduce number of training points in order to decrease memory footprint and in same improve run-time.
sql
database
neural-network
sampling
deduplication
conda-environment
backend-development
holoclean
domain-knowledge-integration
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Updated
Apr 16, 2019 - Python
A deep learning based domain knowledge integration for small dataset
deep-learning
convolutional-neural-networks
materials-informatics
small-dataset
domain-knowledge-integration
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Updated
Feb 14, 2020 - Python
A transformative approach to manufacturing optimization, focusing on the textile forming process. This research synergizes domain-specific knowledge with simulation modeling and introduces Bayesian optimization for efficient parameter space exploration.
data-science
deep-learning
bayesian-optimization
simulation-modeling
surrogate-models
mc-dropout
surrogate-based-optimization
domain-knowledge-integration
manufacturing-optimization
fibre-draping
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Updated
Jan 12, 2024 - Python
A deep learning based domain knowledge integration for small dataset
deep-learning
convolutional-neural-networks
materials-informatics
small-dataset
domain-knowledge-integration
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Updated
Feb 26, 2020 - Python
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