PhysicsX demonstrates that large physics models trained on simulation and real-world data can supersede traditional CAE, enabling high-fidelity simulation across the entire product lifecycl…

PhysicsX is moving engineering simulation from legacy numerical methods to AI inference, achieving 10,000x to 1Mx speedups while training on both simulation data and real-world measurements…

PhysicsX's work with semiconductor equipment manufacturers and fabs on advanced packaging and process control indicates the semi supply chain is a beachhead for AI-native simulation, with g…

Real-time AI control of industrial processes like aluminum smelting cell baths and gas turbine operations can materially reduce energy consumption and improve yield, linking industrial AI d…

The full data center stack — gas turbines, chilling units, step-down transformers, and internal equipment — represents a massive industrial surface area where AI-driven simulation can optim…

The compute, data, and model-size scaling laws PhysicsX has established for physics models parallel those in robotics for embodiment-free control, suggesting a shared trajectory for AI mode…

Large industrial enterprises across verticals are recognizing that bottlenecks in high-complexity engineering (500-hour simulations, complex design-of-experiments) cannot be solved with mor…

A new wave of neo-manufacturers across semiconductors, quantum, fusion, and aerospace are reaching production scale and becoming major engineering organizations, creating a growing customer…

A wave of newer manufacturers in capital-intensive sectors — semiconductor equipment, quantum computing, fusion energy, aerospace, and automotive — are rapidly achieving meaningful producti…

While European policy and industry rhetoric supports working with AI-native startups, commercial adoption and spend rates remain materially lower than in the US and Asia, creating a geograp…

While European policy and industry rhetoric around working with innovative smaller companies has turned positive, actual commercial momentum — adoption rates and software spend — remains ma…