Multi-Level Refinement Feature Pyramid Network — published CV architecture, +7% mAP at zero extra cost (IVC 2021)
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Sep 3, 2026 - Python
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published-paper
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Academic research code for the published paper (doi: 10.2478/fcds-2022-0013). Combinatorial optimization of seating plans under epidemiological constraints.
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Sep 14, 2022
SAR autofocus and terrain classification using ResU-Net and CNN - JARS 2024 (PhD/MSc research by Mohamed Sakr)
python deep-learning tensorflow keras jupyter-notebook image-processing cnn remote-sensing sar autofocus synthetic-aperture-radar u-net resunet terrain-classification published-paper
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Apr 19, 2026 - Jupyter Notebook
The lithium supply-chain MILP behind Jones (2024), Energies 17, 2685. Reproduces the published instance and objective; verifiable without a commercial solver.
python reproducible-research optimization supply-chain lithium mixed-integer-programming published-paper
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Sep 5, 2026 - Mathematical Programming System
Household water-supply technology MILP behind Jones (2021), Sustainable Cities and Society. doi:10.1016/j.scs.2020.102515
python sustainability reproducible-research optimization mixed-integer-programming water-energy-nexus published-paper
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Sep 6, 2026 - GAMS
Distributed energy resource capacity expansion behind Jones (2020), Proceedings of the IISE Annual Conference. Public: ships synthetic inputs, not the Pecan Street licensed data.
python reproducible-research optimization decomposition capacity-expansion distributed-energy-resources published-paper
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Sep 6, 2026 - Python
SAR Range-Doppler Algorithm (RDA) imaging with optimized mismatched filter via QCQP - ASAT 2024 paper by Mohamed Sakr et al.
optimization signal-processing matlab radar remote-sensing sar rda synthetic-aperture-radar image-formation range-doppler-algorithm qcqp published-paper mismatched-filter sidelobe-reduction
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Apr 19, 2026 - MATLAB
COVID-19 therapeutics supply-chain optimisation from NSF EAGER #2028612. Reproduces the model behind Frontiers in Future Transportation 10.3389/ffutr.2021.732331.
python reproducible-research optimization supply-chain operations-research covid-19 healthcare-logistics published-paper
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Sep 6, 2026 - Python
OSeMOSYS ATX integrated energy-transportation model behind Jones and Leibowicz (2019), Transportation Research Part D. doi:10.1016/j.trd.2019.05.005
reproducible-research optimization transportation energy-systems osemosys published-paper shared-autonomous-vehicles
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Sep 8, 2026 - Jupyter Notebook
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