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Energy & Power Generation · AI process control cuts electricity use in aluminum smelting and optimizes gas turbines
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AI inference replaces numerical simulation for industrial physics at 10,000x speedup
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…
Data center supply chain from energy to cooling drives demand for industrial AI simulation
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…
Scaling laws for physics models drive compute investment and horizontal platform strategy
Established data and model-size scaling laws for physics models — where larger models trained on more data generalize better zero-shot — give PhysicsX conviction to invest heavily in larger…
Neo-manufacturers in quantum, fusion, aerospace scaling rapidly and adopting AI simulation
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…
Semiconductorstailwindscore 7/10jacomo corbo
Semi-cap equipment makers and fabs adopt AI simulation for advanced packaging and process control
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…
AI process control cuts electricity use in aluminum smelting and optimizes gas turbines
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…
European industrial adoption of AI simulation lags US and Asia despite policy rhetoric
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…
Physics model scaling laws mirror robotics embodiment-free control progress
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…