Staying ahead of the technology curve means strengthening your competitive advantage. That is why we give you data-driven innovation insights into the manufacturing industry. This time, you get to discover 5 hand-picked startups working on high performance computing.
Global Startup Heat Map highlights 5 Top High Performance Computing Solutions out of 153
The insights of this data-driven analysis are derived from the Big Data & Artificial Intelligence-powered StartUs Insights Discovery Platform, covering 2.093.000+ startups & scaleups globally. The platform gives you an exhaustive overview of emerging technologies & relevant startups within a specific field in just a few clicks.
The Global Startup Heat Map below reveals the distribution of the 153 exemplary startups & scaleups we analyzed for this research. Further, it highlights 5 manufacturing startups that we hand-picked based on criteria such as founding year, location, funding raised, and more. You get to explore the solutions of these 5 startups & scaleups in this report. For insights on the other 148 high performance computing solutions, get in touch.
fastone offers a Cloud-based Computer-aided Engineering (CAE) Solution using HPC
Computer-aided manufacturing significantly improves product design and reduces time to market by offering real-world simulations, which reduce testing periods. However, performing bulk computations on workstations can cause backlogs and downtime. To tackle this challenge, startups now develop high-performance computing solutions to aid manufacturers and product designers. High-power clusters, be it on-premise or in the cloud, offer enhanced computation ability to designers, allowing quick computations and analysis.
Fastone is a Chinese startup that develops cloud-based high-performance computing solutions for automotive, life sciences, and smart manufacturing. The startup’s online computer-aided engineering simulation platform allows HPC modeling on any device to run finite element analysis (FEA), computational fluid dynamics (CFD), and thermal analysis. The platform integrates multiple CAE applications such as Abaqus, HyperWorks, AutoDesk, and more. Further, fastone offers cloud platforms for bioinformatics and exploratory data analysis.
Singularity Computing provides Artificial Intelligence-based Engineering Intelligence
Integrating artificial intelligence and data analytics to improve product design and manufacturing workflow demands high-speed processing. With high-performance computing clusters, companies are able to attain the necessary processing speed. Further, advancements in 5G communication and cloud-based services enable the manufacturing industry to fully integrate high-power computing requirements in a platform-agnostic manner.
Algerian startup Singularity Computing develops a cloud-based platform for multi-physics and multi-scale computational modeling, product design, and simulation. The startup uses high performance cloud computing and AI to simultaneously generate multiple computer-aided engineering (CAD) ready-optimized solutions for real-world manufacturing. Moreover, Singularity Computing offers a wide range of products, SIMULICA, ParticleXpert, SystemExpert, SIMULICA Cloud, and Infinity Edge, tailored for edge computing, physics-based design optimization, and other applications in the manufacturing industry.
Vertex Software develops High Performance 3D Visualization
Visualizing the design process using CAD and CAE applications such as AutoDesk or CATIA provides a better understanding of design parameters. However, conventional data modeling lacks visual simulation capabilities due to computational limits. With high-performance computing, startups now offer product designers improved product modeling solutions. Additionally, while the manufacturing sector is becoming more digitalized, high-performance computing improves the efficiency of such an interconnected digital system.
US-based startup Vertex Software offers 3D visualization solutions using cloud-based high performance computing. The startup’s digital twin platform allows engineers and manufacturers to collaborate on mission-critical decisions across teams. In contrast to the conventional CAD models, Vertex Software provides an interactable digital twin of products. Additionally, the startup allows 3D developers to use their application programming interfaces (APIs) and software development kits (SDKs) to build and maintain 3D applications in the manufacturing workflow.
Rafinex creates Design and Analysis Software for High-Value Manufacturing
Stochastic modeling allows product designers to control multiple variables, offering near real-life simulations. However, such efficient simulation software demands high performance computing for quick model generation and visualization. That is why startups integrate high-performing hardware or cloud-based HPC clusters into manufacturing workflows. This way, small, medium, and large enterprises are able to reduce their product’s time to market and significantly reduce testing periods.
Rafinex is a Luxembourg-based startup that develops high-performance analysis and optimization algorithms for the automotive, aerospace, and manufacturing industries. The startup uses stochastic numerical methods along with HPC and software to provide insights into product design and development. Rafinex develops the Stochastic Topology Optimization and the Stochastic Risk Analyzer for designers to simulate real-world conditions at the concept stage. Further, the startup offers the Manufacturing Analysis and Composite Fiber Direction Optimizer to analyze manufacturing feasibility and optimize material costs.
Parallel Works builds a Cloud-based Computation Platform-as-a-Service
High performance computing demands powerful hardware, which drastically increases capital expenses. This is a significant concern for small and medium enterprises. That is why startups help SMEs and large businesses alike using cloud-based high performance computing to facilitate manufacturing processes. With a subscription or pay-as-you-go model, companies are able to integrate HPC for product design and simulations as well as reduce the overall expense.
US-based startup Parallel Works allows product developers and designers to run compute-intensive simulations, modeling, and data analytics using its cloud-based platform. The startup offers numerous high-performance processing cores in the cloud, which users are able to pay as they use. The startup’s cost-effective HPF solution provides an intuitive user interface (UI) that allows manufacturers to compute, visualize, and manage product manufacturing workflows as well as reduce the time to market. Further, the Parallel Works Platform is compatible with various applications and programming languages, enhancing the flexibility of the service.
Discover more Manufacturing Startups
Manufacturing startups such as the examples highlighted in this report focus on edge computing, additive manufacturing, advanced robotics as well as digital twins. While all of these technologies play a major role in advancing the manufacturing industry, they only represent the tip of the iceberg. To explore more manufacturing technologies, simply get in touch to let us look into your areas of interest. For a more general overview, you can download our free Manufacturing Innovation Report to save your time and improve strategic decision-making.