Chapter introductions and summaries provide the basis for structured revision. Full-colour illustration and student-friendly design make the science accessible to all.Jennifer GregoryMcCormick, A.; Elliolt A., (2001), Health Physics. Cambridge: Advanced Sciences
the load (external pressure) is considered as another network input to construct a fast-to-evaluate surrogate model, which predicts displacement and stress fields for unseen pressure inputs. In the very active research field of physics-informed machine learning further advanced techniques, such as ...
these models are data-driven, or what is commonly referred to as a “black-box” model. In recent times, however, hybrid models that combine data-driven and physics-based approaches have gained considerable traction. In instances where only a limited quantity of measurement...
The right panel shows a scatterplot of observed and predicted activation values in the 30 factor-related clusters for a sample concept, dark matter, where R2 = 0.85. For this illustration, the predictive model was applied to a mean dataset obtained by averaging the activation data of all...
These gold colloidosomes demonstrate a narrow size distribution at 705 ± 32.9 nm in average and accurately confined in the templating microhole array. Fig. 1: A rapid approach to pure gold microsphere array fabrication. a Schematic illustration of the well-positioned transient-emulsion self...
Schematic illustration of the sustainable use of industrial waste in construction. Full size image Wang et al.9employed artificial intelligence to improve the durability, sustainability, safety, and recyclability of concrete, fiber-reinforced composites, and metals. This technology tackles material research...
These stocks are trending decisively higher, despite the uncertainty that's been a drag on the markets in 2025. Glenn FydenkevezMay 21, 2025 9 Hot Equities to Buy Now If these stocks aren't leading their industries in uncertain market conditions, they're typically paying a hefty dividend. ...
Photo Illustration by Sarah Rogers/MITTR / Photos OpenAI, Getty OpenAI is broadening access to Advanced Voice Mode, a feature of ChatGPT that allows you to speak more naturally with the AI model. It allows you to interrupt its responses midsentence, and it can sense and...
often ofsimple geometry, as shown inFigures 1.2 and 1.3. Physical principles/laws are then applied to each small element.Figure 1.4shows a schematic illustration of a distribution of a field,F(x), in one dimension that is approximated using the FEM. In this case,F(x) is a continuous func...
[86] emphasized the importance of laser power in controlling defects and improving mechanical performances. Fig. 5 a Pretreatments of TiAlN coated samples [81]; b illustration of deposition mechanism [82] Full size image Xu and his team members [87] investigated the mechanical and corrosion ...