The use of machine learning techniques to homogenize the effective behavior of arbitrary microstructures has been shown to be not only efficient but also accurate. In a recent work, we demonstrated how to combine state-of-the-art micromechanical modeling and advanced machine learning techniques to homogenize complex microstructures exhibiting non-l...
Tato práce si klade za cíl představit vývoj automatického systému tankování a virtuálního dvojčete pro raketu Illustria a její GSE (Ground Support Equipment) s využitím programů MATLAB, Simulink a Simscape. Na závěr bude proveden SIL (Software-in-the-loop) k ověření správnosti tankovacího systému. HIL (Hardware-in-the-loop) s reálným systémem nebud...
Simultaneous localization and mapping (SLAM) is the task of building a map representation of an unknown environment while at the same time using it for positioning. A probabilistic interpretation of the SLAM task allows for incorporating prior knowledge and for operation under uncertainty. Contrary to the common practice of computing point estimate...
Osteoarthritis is characterized by enzymatic breakdown of the articular cartilage via the disruption of chondrocyte homeostasis, ultimately resulting in the destruction of the articular surface. Decades of research have highlighted the importance of inflammation in osteoarthritis progression, with inflammatory cytokines shifting resident chondrocyt...
Published in RAIRO - Operations Research
This paper is devoted to applying the inverse Data Envelopment Analysis (InvDEA) in the simultaneous presence of desirable and undesirable factors. One of the most common ways to improve units’ performance in the business environment is through activity synergies called units’ merging. The present study models how to identify the inherited input/ou...
In the transition from fossil fuel to electrified heating, a concerning trend is emerging in certain regions of the US. Owners of buildings with gas-based systems leave them in place after adding heat pumps (HPs). Existing control solutions for these hybrid (dual fuel) systems are rudimentary and fall short of realizing the full carbon reduction po...
Predictive high-fidelity modeling of wind turbines with computational fluid dynamics, wherein turbine geometry is resolved in an atmospheric boundary layer, is important to understanding complex flow accounting for design strategies and operational phenomena such as blade erosion, pitch-control, stall/vortex-induced vibrations, and aftermarket add-...
The advent of advanced guidance technologies in the last decades has renewed the interest in the employment of gun-launched artillery-guided munitions in strategic operations. The enhancement of munitions range performance, under the avoidance of any modifications to the firing gun, implies the investigation of innovative aerodynamic configurations...
