{"repo":"EMSL-Computing/Pore2Chip","free":true,"listed":false,"github":"https://github.com/EMSL-Computing/Pore2Chip","clone":"git clone https://github.com/EMSL-Computing/Pore2Chip.git","description":"A python package that takes XCT images of porous materials and generates representative digital twin micromodels","language":"Python","stars":14,"topics":["lab","openpnm","pore-network","soil","xct","experimental-design","flow","model-data-fusion","neural-networks","reactive-transport"],"license":"MIT","category":"analytics","readme_excerpt":"Pore2Chip: All-in-One Python Tool for Soil Microstructure Analysis and Micromodel Design What is Pore2Chip? Pore2Chip is a Python module designed to streamline the process of analyzing X-ray computed tomography (XCT) images of soil and creating 2D micromodel designs based on that analysis. It leverages the power of open-source libraries like OpenPNM, PoreSpy, and drawsvg to extract key information about the soil's porous structure and translate it into a blueprint for microfluidic simulations or physical lab-on-a-chip devices developed using additive manufacturing. Documentation Quick Link: https://emsl-computing.github.io/Pore2Chip/ A workflow for model-data-experiment (ModEx) design: Below is a conceptual figure, workflow, and vision for this all-in-one Python tool. The working principle starts with XCT imaging files, which will be characterized for soil structure-property relationships and then transformed into a 2D rendering applicable to pore-scale micromodel building. Micromodel experiments will then be used with PFLOTRAN/OpenFOAM/PINNs process models to simulate flow and reactive transport for calibration and V&V. ModEx for SoilChip : Lab-on-a-chip designs to accelerate ModEx workflows informed by soil datasets. Key Steps in the ModEx loop include: (1) XCT Imaging of Soil Core and Aggregates (Pore2Chip): High-resolution X-ray computed tomography (XCT) imaging captures detailed 3D structures, providing a foundational understanding of the physical characteristics. (2) 3D","default_branch":null,"files":null,"tree":[],"storefront":"/r/EMSL-Computing","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/EMSL-Computing/Pore2Chip/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}