3 papers
physics.ao-ph2026
Assessing Emulator Design and Training for Modal Aerosol Microphysics Parameterizations in E3SMv2
Shady E. Ahmed, Hui Wan, Saad Qadeer +5
Toward the goal of using Scientific Machine Learning (SciML) emulators to improve the numerical representation of aerosol processes in global atmospheric models, we explore the emu…
cs.CE2026
An Embedded Boundary Scheme for Three-Dimensional Flow Over Terrain on a Staggered Mesh
Soonpil Kang, Ann S. Almgren, Mahesh Natarajan +5
This paper describes an embedded boundary (EB) approach for simulating three-dimensional fluid flow on a staggered mesh where the velocity components are defined on cell faces and…
math.NA2024
Comparison of adaptive mesh refinement techniques for numerical weather prediction
Daniel S. Abdi, Ann Almgren, Francis X. Giraldo +1
This paper examines the application of adaptive mesh refinement (AMR) in the field of numerical weather prediction (NWP). We implement and assess two distinct AMR approaches and ev…