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README.md
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The ManyWells datasets contain simulations of multiphase (gas, oil, water) flow in thousands of wells.
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The datasets were created and shared by Solution Seeker AS
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## Dataset details
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- **Curated and shared by:** [Solution Seeker AS](https://www.solutionseeker.no)
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## Dataset Structure
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There are currently three datasets for three different operating conditions:
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- manywells-sol-1
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- manywells-nsol-1
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- manywells-nscl-1
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Each dataset has one million data points from 2000 vertical wells (500 data points per well).
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The datasets include a feature called "ID", which uniquely identifies a wells.
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The ManyWells datasets contain simulations of multiphase (gas, oil, water) flow in thousands of wells.
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The datasets were created and shared by Solution Seeker AS to support research on data-driven methodologies and industrial applications of machine learning and AI.
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## Dataset details
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- **Curated and shared by:** [Solution Seeker AS](https://www.solutionseeker.no)
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## Dataset Structure
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There are currently three datasets for three different operating conditions:
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- **manywells-sol-1**: simulations with stationary boundary conditions and open-loop control (no feedback)
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- **manywells-nsol-1**: simulations with non-stationary boundary conditions and open-loop control (no feedback)
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- **manywells-nscl-1**: simulations with non-stationary boundary conditions and closed-loop control (with feedback)
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Each dataset has one million data points from 2000 vertical wells (500 data points per well).
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The datasets include a feature called "ID", which uniquely identifies a wells.
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