├── .gitignore ├── LICENSE ├── README.md ├── cover └── cover.png └── src └── steady ├── paper ├── data │ ├── 1mm │ │ ├── one_mm_beads_8_June_100mL_per_minute_cleaned.mat │ │ ├── one_mm_beads_8_June_125mL_per_minute_cleaned.mat │ │ ├── one_mm_beads_8_June_145mL_per_minute_cleaned.mat │ │ ├── one_mm_beads_8_June_175mL_per_minute_cleaned.mat │ │ ├── one_mm_beads_8_June_200mL_per_minute_cleaned.mat │ │ ├── one_mm_beads_8_June_250mL_per_minute_cleaned.mat │ │ ├── one_mm_beads_8_June_292mL_per_minute_cleaned.mat │ │ ├── one_mm_beads_8_June_350mL_per_minute_cleaned.mat │ │ ├── one_mm_beads_8_June_49mL_per_minute_cleaned.mat │ │ └── one_mm_beads_8_June_75mL_per_minute_cleaned.mat │ ├── 1mm_noisy │ │ ├── 100mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 125mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 145mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 175mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 200mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 250mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 25mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 292mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 350mL_per_minute_1mm_beads_8_June_analysed.mat │ │ ├── 49mL_per_minute_1mm_beads_8_June_analysed.mat │ │ └── 75mL_per_minute_1mm_beads_8_June_analysed.mat │ └── 2mm │ │ ├── 100mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 125mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 150mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 210mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 250mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 30mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 315mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 350mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 410mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 505mL_per_minute_2mm_beads_9_June_analysed.mat │ │ ├── 55mL_per_minute_2mm_beads_9_June_analysed.mat │ │ └── 85mL_per_minute_2mm_beads_9_June_analysed.mat ├── experimental_all.py ├── experimental_terms.py ├── run_terms.sh ├── synthetic_invert_k.py ├── synthetic_reg.py ├── synthetic_terms.py ├── viz_exp.py ├── viz_exp_terms.py ├── viz_invert.py ├── viz_reg.py ├── viz_terms.py └── viz_terms.sh └── seepagePINN ├── __init__.py ├── dinucci_pinn.py ├── dupuit_pinn.py ├── experimental_data.py ├── pinn2d.py ├── synthetic_data.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/README.md -------------------------------------------------------------------------------- /cover/cover.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/cover/cover.png -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_100mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_100mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_125mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_125mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_145mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_145mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_175mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_175mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_200mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_200mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_250mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_250mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_292mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_292mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_350mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_350mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_49mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_49mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm/one_mm_beads_8_June_75mL_per_minute_cleaned.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm/one_mm_beads_8_June_75mL_per_minute_cleaned.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/100mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/100mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/125mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/125mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/145mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/145mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/175mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/175mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/200mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/200mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/250mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/250mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/25mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/25mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/292mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/292mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/350mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/350mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/49mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/49mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/1mm_noisy/75mL_per_minute_1mm_beads_8_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/1mm_noisy/75mL_per_minute_1mm_beads_8_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/100mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/100mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/125mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/125mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/150mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/150mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/210mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/210mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/250mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/250mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/30mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/30mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/315mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/315mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/350mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/350mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/410mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/410mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/505mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/505mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/55mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/55mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/data/2mm/85mL_per_minute_2mm_beads_9_June_analysed.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/data/2mm/85mL_per_minute_2mm_beads_9_June_analysed.mat -------------------------------------------------------------------------------- /src/steady/paper/experimental_all.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/experimental_all.py -------------------------------------------------------------------------------- /src/steady/paper/experimental_terms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/experimental_terms.py -------------------------------------------------------------------------------- /src/steady/paper/run_terms.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/run_terms.sh -------------------------------------------------------------------------------- /src/steady/paper/synthetic_invert_k.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/synthetic_invert_k.py -------------------------------------------------------------------------------- /src/steady/paper/synthetic_reg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/synthetic_reg.py -------------------------------------------------------------------------------- /src/steady/paper/synthetic_terms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/synthetic_terms.py -------------------------------------------------------------------------------- /src/steady/paper/viz_exp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/viz_exp.py -------------------------------------------------------------------------------- /src/steady/paper/viz_exp_terms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/viz_exp_terms.py -------------------------------------------------------------------------------- /src/steady/paper/viz_invert.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/viz_invert.py -------------------------------------------------------------------------------- /src/steady/paper/viz_reg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/viz_reg.py -------------------------------------------------------------------------------- /src/steady/paper/viz_terms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/viz_terms.py -------------------------------------------------------------------------------- /src/steady/paper/viz_terms.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/paper/viz_terms.sh -------------------------------------------------------------------------------- /src/steady/seepagePINN/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/seepagePINN/__init__.py -------------------------------------------------------------------------------- /src/steady/seepagePINN/dinucci_pinn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/seepagePINN/dinucci_pinn.py -------------------------------------------------------------------------------- /src/steady/seepagePINN/dupuit_pinn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/seepagePINN/dupuit_pinn.py -------------------------------------------------------------------------------- /src/steady/seepagePINN/experimental_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/seepagePINN/experimental_data.py -------------------------------------------------------------------------------- /src/steady/seepagePINN/pinn2d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/seepagePINN/pinn2d.py -------------------------------------------------------------------------------- /src/steady/seepagePINN/synthetic_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/seepagePINN/synthetic_data.py -------------------------------------------------------------------------------- /src/steady/seepagePINN/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dc-luo/seepagePINN/HEAD/src/steady/seepagePINN/utils.py --------------------------------------------------------------------------------