The field of high-dimensional simulation and visualization is moving towards the development of more integrated and interactive platforms. Researchers are working on creating unified frameworks that can handle complex phenomena in N-dimensional space, enabling intuitive exploration and analysis. This direction is driven by the need for more accessible and user-friendly tools that can lower the entry barrier for researchers and enhance the potential for applications in education and entertainment. Another notable trend is the increasing attention to omnidirectional understanding and 4D world modeling, with a focus on physically-aware multimodal frameworks and large-scale datasets. These advancements have the potential to significantly improve our understanding of dynamic physical worlds and enable more accurate interpretations of real-world dynamics. Noteworthy papers include: AUnified Framework for N-Dimensional Visualization and Simulation, which proposes a unified framework for simulation and visualization of high-dimensional phenomena. AirSim360, which introduces a panoramic simulation platform for omnidirectional data from aerial viewpoints. DynamicVerse, which presents a physically-aware multimodal framework for 4D world modeling.