Adsorption Adsorption isotherms Adsorption properties Atomistics Carbon dioxide Carbon-capture Deep learning Forecasting Grand-canonical Monte Carlo Graph neural networks Graph theory Linegraph Metal organic framework Metal-Organic Frameworks Metalorganic frameworks (MOFs) Neural network method Neural network model Neural network predictions Organometallics Void fraction