
Mach42 is a University of Oxford spin-out company that leverages proprietary neural network technology to accelerate the verification process of complex numerical simulations, particularly in analog circuit design, semiconductor verification, fusion energy research, and scientific research. Their flagship product, the Discovery Platform, simplifies and speeds up simulation management by enabling high-accuracy neural network emulators with minimal data, allowing users to explore entire design spaces rapidly. The platform integrates advances in simulation technology, cloud computing, and machine learning to provide orders-of-magnitude faster results, reducing design cycles significantly. Mach42 is led by a team of industry experts and academics, and it collaborates with research institutions and industry leaders to drive innovation in AI-powered design and verification solutions.

Mach42 is a University of Oxford spin-out company that leverages proprietary neural network technology to accelerate the verification process of complex numerical simulations, particularly in analog circuit design, semiconductor verification, fusion energy research, and scientific research. Their flagship product, the Discovery Platform, simplifies and speeds up simulation management by enabling high-accuracy neural network emulators with minimal data, allowing users to explore entire design spaces rapidly. The platform integrates advances in simulation technology, cloud computing, and machine learning to provide orders-of-magnitude faster results, reducing design cycles significantly. Mach42 is led by a team of industry experts and academics, and it collaborates with research institutions and industry leaders to drive innovation in AI-powered design and verification solutions.
Origin: University of Oxford spin-out
Product: Discovery Platform — neural-network emulators to accelerate simulations
Primary applications: Analog circuit verification, semiconductor design, multi-physics/fusion research
Founded: 2019
Recent funding: Early VC / seed round (~£4.5M reported, Sep 2023)
Verification acceleration and simulation/emulation for engineering and scientific research (analog circuits, semiconductor verification, multi-physics).
2019
Data and Analytics
£4.5M
Round reported Sep 2023; other participants include Foresight WAE Technology Funds, UK Innovation & Science Seed Fund (managed by Future Planet Capital), Oxford Technology, and others.
“Participation from institutional investors including Business Growth Fund, East Innovate, Foresight WAE Technology Funds, UK Innovation & Science Seed Fund (Future Planet Capital), Oxford Technology Management, Oxford University Innovation, Parkwalk Advisors, and Williams Advanced Engineering”
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