Scheduled presentations:

• Thermodynamics Guided Sparse Regression for Gas–Brine Interfacial Tension as a Closure in Porous Media Simulations
  *A. Tatar (Adelaide Univeristy), A. Zeinijahromi (Adelaide University), M. Haghighi (Adelaide University)
• A Comparative Study of Neural Networks and Classical Preconditioners for Krylov Solvers in the Simulation of Elliptic Darcy Problems
  *D. Almeida (UFPE), I. Souza (UFPE), S. Silva (UFPE), D. Carvalho (UFPE), A. Antunes (UFPE), P. Lyra (UFPE), R. Willmersdorf (UFPE)
• Modular LLMs for Process Engineering
  *C. Thon (Technische Universität Braunschweig), T. Xu (Technische Universität Braunschweig), C. Schilde (Technische Universität Braunschweig)
• Thermal Behavior and Stratification in High-Temperature Rock Thermal Energy Storage Systems: Experimental and Numerical Study
  *L. Amiri (TUM-Institute for Advanced Study), H. Ermagan (McGill University), J. Hoffmann (Stellenbosch University), M. Shadloo Safdari (INSA Rouen Normandie), A. Sasmito (McGill University)
• A New CpEDFM-FCT Formulation to Model 2D Single-Phase Flows in Heterogeneous, Anisotropic and Naturally Fractured Porous Media Using Unstructured Meshes
  *D. Carvalho (GB358942), P. Silva (Universidade Federal de Pernambuco - UFPE), P. Albuquerque (Universidade Federal de Pernambuco - UFPE), P. Lyra (Universidade Federal de Pernambuco - UFPE)