Orchestrating Pharmaceutical Process Simulation with LLMs
API supplier cut off? What changes in the material properties? Aspherix® DEM and engicloud.ai help find the closest match in an LLM-driven workflow.
Applied DEM and CFD-DEM projects and release highlights, written by the engineers who develop Aspherix® and CFDEM®coupling.
API supplier cut off? What changes in the material properties? Aspherix® DEM and engicloud.ai help find the closest match in an LLM-driven workflow.
Why DCS Computing built engicloud.ai, what runs underneath, and how to find models for your industry and try them on your own work.
From a one-page spec to a verified DEM simulation: how the Aspherix Assistant skill for Claude Code built a rotating drum case — 100% physics-based.
Aspherix® vs. LIGGGHTS® in three DEM benchmarks: silo emptying with 100,000 particles, a rotating drum mixer and high-velocity particle impact, on CPU and GPU.
Four validation cases for CFDEM®coupling: Ergun pressure drop, a pseudo-2D spout-fluidized bed, a bubble column, and two settling spheres (IBM).
CFD-DEM with a volume-of-fluid solver and coarse-graining, applied to scouring at a pillar, a coastal revetment and rip-rap at a weir.
CFDEM®coupling 7.1.0 release highlights: native GPU support, performance benchmarks, streamlined ease of use, and expanded validation and use cases.
Aspherix® 7.1.0 release highlights: native GPU on Windows®, heat transfer inside particles, dynamic coarsegraining and built-in parameter calibration.
The Rossler-Katterfeld wear model in Aspherix®: sliding, impact cutting and plastic deformation, and how to calibrate it for equipment wear.
DEM calibration with four bulk solid tests and two industrial cases: agricultural soil (PÖTTINGER) and a rotary kiln (Treibacher).
How DEM-derived agitator torque and a 2D population balance model predict breakage of needle-shaped L-Threonine crystals during agitated drying.
How Aspherix® builds on LIGGGHTS®: complex particle shapes, chemical reactions and magnetic dipoles, CPU optimization, GPU acceleration and result consistency.