Project Files
Adsorbent Agnostic Machine-Assisted Adsorption Process Learning and Emulation (MAPLE) Framework
Conference Proceedings
Analysis of a Batch Adsorber Analogue for Rapid Screening of Adsorbents for Postcombustion CO2 Capture
Scholarly Refereed Journal
Artificial Neural Network-Based Surrogate Models for Rapid Simulation, Optimization of Pressure Swing Adsorption
Conference/Symposium/Workshop Contribution
Batch Adsorber Analogue Model Based Screening of Large Adsorbent Databases for Post-Combustion CO2 Capture
Conference Proceedings
Bridging molecular properties to systems level indicators for adsorbent based post-combustion carbon capture using machine learning
Conference/Symposium/Workshop Contribution
Can a computer "learn" nonlinear chromatography?: Physics-based deep neural networks for simulation and optimization of chromatographic processes
Scholarly Refereed Journal
Cost Limits of Pressure-Vacuum Swing Adsorption for Post-Combustion CO2 Capture
Conference Proceedings
Evaluation of diamine-appended metal-organic frameworks for post-combustion CO2 capture by vacuum swing adsorption
Scholarly Refereed Journal
Experimental Validation of PSA Optimization Techniques
Conference Proceedings
Experimental validation of an adsorbent-agnostic artificial neural network (ANN ) framework for the design and optimization of cyclic adsorption processes
Scholarly Refereed Journal
Experimental validation of multi-objective optimization techniques for design of vacuum swing adsorption processes
Scholarly Refereed Journal
Experimentally validated machine learning frameworks for accelerated prediction of cyclic steady state and optimization of pressure swing adsorption processes
Scholarly Refereed Journal
Generalized, Adsorbent-Agnostic, Artificial Neural Network Framework for Rapid Simulation, Optimization, and Adsorbent Screening of Adsorption Processes
Scholarly Refereed Journal
How much can novel solid sorbents reduce the cost of post-combustion [formula omitted] capture? A techno-economic investigation on the cost limits of pressure–vacuum swing adsorption
Scholarly Refereed Journal
Hybrid-AI Based Modelling of Pressure Swing Adsorption
Conference Proceedings
Improving the performance of vacuum swing adsorption based CO2 capture under reduced recovery requirements
Scholarly Refereed Journal
Large-scale Integrated Molecular Simulation and Process Optimization Screening of Metal Organic Frameworks for PostCombustion CO2 Capture
Conference Proceedings
Machine Learning and Models: How we find optimal materials for Solar and CCS technologies
Conference/Symposium/Workshop Contribution
Machine Learning-Based Multiobjective Optimization of Pressure Swing Adsorption
Scholarly Refereed Journal
Measurement of competitive CO2 and H2O adsorption on zeolite 13X for post-combustion CO2 capture
Scholarly Refereed Journal
Physics-Based Neural Networks for Simulation and Synthesis of Cyclic Adsorption Processes
Scholarly Refereed Journal
Practically Achievable Process Performance Limits for Pressure-Vacuum Swing Adsorption Based Post-Combustion CO2 Capture
Conference Proceedings
Practically Achievable Process Performance Limits for Pressure-Vacuum Swing Adsorption-Based Postcombustion CO2 Capture
Scholarly Refereed Journal
Prediction of MOF performance in Vacuum-Swing Adsorption systems for post-combustion CO2 capture based on integrated molecular simulation, process optimizations, and machine learning models
Scholarly Refereed Journal
Process Optimization-Based Screening of Zeolites for Post-Combustion CO2 Capture by Vacuum Swing Adsorption
Scholarly Refereed Journal
Reduced-order modelling of Pressure-swing adsorption processes for Pre-combustion CO2 capture
Conference/Symposium/Workshop Contribution
Techno-economic assessment of optimised vacuum swing adsorption for post-combustion CO2 capture from steam-methane reformer flue gas
Scholarly Refereed Journal
Technoeconomic Assessment of Optimized Adsorption Processes for Post-Combustion CO2 Capture in Hydrogen Plants
Conference/Symposium/Workshop Contribution