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SEAR Labs

Sustainable and Efficient Allocations of Resources Lab

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  1. lithium-optsc-energies-2024 lithium-optsc-energies-2024 Public

    The lithium supply-chain MILP behind Jones (2024), Energies 17, 2685. Reproduces the published instance and objective; verifiable without a commercial solver.

    Mathematical Programming System

  2. code-standard code-standard Public

    The portable Code and Teaching Standard — the single source; project copies are drop-ins

    Python

  3. covid-optsc-ffutr-2021 covid-optsc-ffutr-2021 Public

    COVID-19 therapeutics supply-chain optimisation from NSF EAGER #2028612. Reproduces the model behind Frontiers in Future Transportation 10.3389/ffutr.2021.732331.

    Python

  4. houston-covid-gis houston-covid-gis Public

    Houston COVID-19 GIS from NSF EAGER #2028612, rebuilt in Python. 147 ZIP codes, 49,365 cases. No Esri licence required.

    Python

  5. advopt-lithiumsc advopt-lithiumsc Public

    Advanced Optimization Modeling: a lithium supply-chain series. Fifteen executed teaching notebooks and a package that builds the same models, with an agreement assertion tying them together.

    Jupyter Notebook

  6. water-energy-coopt-scs-2021 water-energy-coopt-scs-2021 Public

    Household water-supply technology MILP behind Jones (2021), Sustainable Cities and Society. doi:10.1016/j.scs.2020.102515

    Jupyter Notebook

Repositories

Showing 10 of 16 repositories
  • code-standard Public

    The portable Code and Teaching Standard — the single source; project copies are drop-ins

    sear-labs/code-standard's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 13, 2026
  • teaching-phd-skills Public

    PhD research skills curriculum: 24 skills in 6 competency milestones, delivered through the weekly research log. Source of truth for the Canvas course.

    sear-labs/teaching-phd-skills's past year of commit activity
    HTML 0 MIT 0 0 0 Updated Oct 11, 2026
  • erev-vmt-energies-2025 Public

    VMT allocation between electric and gasoline modes for extended-range EVs: code and frozen inputs reproducing Energies 2025, 18, 6448

    sear-labs/erev-vmt-energies-2025's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 7, 2026
  • datacenter-btm-electricity-2026 Public

    Code and data for Jones Jr. & Jones Sr. (2026), Megawatts to Zettaflops, Electricity 7(2) 43

    sear-labs/datacenter-btm-electricity-2026's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 1, 2026
  • lithium-optsc-energies-2024 Public

    The lithium supply-chain MILP behind Jones (2024), Energies 17, 2685. Reproduces the published instance and objective; verifiable without a commercial solver.

    sear-labs/lithium-optsc-energies-2024's past year of commit activity
    Mathematical Programming System 0 MIT 0 0 0 Updated Oct 1, 2026
  • hexmap-web Public

    Interactive web maps (deck.gl 3D, zoomable SVG 2D) of equal-area hexagons from Python: a MapSpec in, self-contained HTML out

    sear-labs/hexmap-web's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 1, 2026
  • geothermal-siting-sustainability-2025 Public

    Geothermal siting on tribal lands and HUBZones: EGS capacity and repurposed oil/gas wells (R134a ORC) — code for Jones, Munjurpet Sridharan, Aghapour & Rodriguez, Sustainability 2025

    sear-labs/geothermal-siting-sustainability-2025's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Oct 1, 2026
  • energy-system-modeling Public

    Companion notebooks and Python package for the open textbook Introduction to Energy System Modeling: PyPSA and LP models of dispatch, pipeline transport, DC power flow and LMP, and a multi-city Texas capacity buildout. Taught as REE 4301 / IE 5300 at UT Arlington.

    sear-labs/energy-system-modeling's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Sep 24, 2026
  • advopt-lithiumsc Public

    Advanced Optimization Modeling: a lithium supply-chain series. Fifteen executed teaching notebooks and a package that builds the same models, with an agreement assertion tying them together.

    sear-labs/advopt-lithiumsc's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Sep 24, 2026
  • fews-stochopt-esd-2022 Public

    Stochastic FEWS farm model for agricultural climate risk, behind Jones (2022), Environment Systems and Decisions. doi:10.1007/s10669-021-09838-8

    sear-labs/fews-stochopt-esd-2022's past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Sep 24, 2026
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