WP1: Postcombustion Capture
- Hao, J., Gebolis, P.M., Gach, P.M., Chevalier, M., Bondaz, L.S., Kocaman, C., Hsu, K.J., Bhorkar, K., Babu, D.J. and Agrawal, K.V., 2025. Scalable synthesis of CO2-selective porous single-layer graphene membranes. Nature Chemical Engineering, pp.1-11.
- Bondaz, L., Ronghe, A., Ganapathy Ayappa, K. and Agrawal, K.V., 2025. Gated CO2 permeation across dynamic graphene pores. Nature Communications, 16(1), p.6252.
- Hsu, K.J., Chi, H.Y., Shen, Y., Huang, S., Goswami, R. and Agrawal, K.V., 2025. Modulation of Graphene Oxidation Using Substrate‐Induced Electron‐Hole Puddles for Advancing Molecular Separation. Advanced Functional Materials, p.2503121.
- Kocaman, C., Bondaz, L., Shen, Y., Chevalier, M., Hao, J., Mensi, M. and Agrawal, K.V., 2025. Scalable room temperature incorporation of CO2-selective ångström-scale pores in graphene for carbon capture. (Preprint)
- Review paper on tilting pad bearings, In Progress.
WP2: CO2 to renewable CH4 in gas grid
- Augereau S. 2025. Scaling a 2-10 kW methanation reactor for a 10-30 kW power-to-methane system. Master thesis, EPFL.
WP3: CO2 Storage
- Introducing a novel scale for studying geological CO2 storage” 8th International Conference on Coupled THMC Processes (GeoProc), 2025.
- A novel methodology for bridging the gap between lab and field scales in geological CO2 storage”, Geotechnique Letters, 2025. (in review)
- Hydromecanical behaviour of crushed and intact Opalinus Clay shale: application for CO2 storage” 2025. (in review)
- A new metre-scale testbed for simulating geological CO2 storage” Caprock integrity & gas storage symposium (CIGSS), 2026.
WP4: Direct Air Capture
- Wellawatte, G.P. and Schwaller, P., 2025. Human interpretable structure-property relationships in chemistry using explainable machine learning and large language models. Communications Chemistry, 8(1), p.11.
- Wellawatte, G.P., Guo, H., Lederbauer, M., Borisova, A., Hart, M., Brucka, M. and Schwaller, P., 2025. ChemLit-QA: a human evaluated dataset for chemistry RAG tasks. Machine Learning: Science and Technology, 6(2), p.020601.
- Spotlight talk (top-15%) at NeurIPS 2024 AI for Materials Workshop.
- Espín, J., Justin, A., Hueber, A., Belin, A., Venkatachalam, S., Singh, H.D., Oveisi, E. and Queen, W.L., A Ship‐in‐a‐Bottle Strategy: Crosslinking Amines and Epoxides inside MOF Pores for Enhanced CO2 Capture Performance. Advanced Materials, p.e10138.
WP5: CO2 Refinery
WP6: Process Modeling and Integration
- Wen, D., Kuo, P.C., Saeidi, S., Özdemir, F. and Marechal, F., 2024. Renewable synthesis fuels for a circular economy: A life cycle assessment. Resources, Conservation and Recycling, 211, p.107851.
- Wen, D. and Maréchal, F., 2025. Modeling and optimization of a membrane-assisted hybrid gas grid for methane and carbon dioxide transport, storage, and sector coupling. Applied Energy, 401, p.126667.
- Micari, M., Hsu, K.J. and Agrawal, K.V., 2025. Energy-efficient and cost-effective carbon capture from dilute emissions using pyridinic-graphene membranes. (Preprint)
- Environmental Impact Reduction of Integrating Large-scale Energy Storage for the 2050 Decarbonization Landscape. Submitted.
- Waste sector decarbonization through chemical looping: a global and future perspective. Submitted.
WP7: Economics, Financing, Governance, and Policy
- Nick, S., 2025. Expanding Swiss net-zero scenarios to prepare for an uncertain future. S4S CCUS Issue Brief. https://infoscience.epfl.ch/handle/20.500.14299/252375
- Nick, S., 2025. Broadening the scenario space for Swiss CCUS: integrating deep uncertainty, sufficiency, and societal transformation. S4S CCUS Working Paper. https://infoscience.epfl.ch/handle/20.500.14299/252121