AI Powered DIGITAL TWINS

We Develop Software that Enables our Partners to:

OPTIMISE OPERATION

MAKE DATA-DRIVEN DECITIONS

INOVATE EFFECTIVELY

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WHAT We CAN DO FOR YOU

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Design Optimization

Analyzing how the system performs under various input scenarios to fine-tune the design for optimal usability, efficiency, and performance.

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Health Monitoring & Forecasting

Providing precise, real-time insights into a system's current state across both time and space, enabling proactive decision-making and efficient resource management

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Control & Autonomy

Delivering real-time decision-making, adaptive control, and robust autonomy; ensuring reliable operation in complex, dynamic environments.

Our Technology: DeepONet

An AI powered digital twin trained on multi-modal, multi-fidelity datasets & partially known physics

  • DeepONet can learn mathematically operators directly from data which allows it to accurately predict out comes for a wide range of problems including ODEs, PDEs, integral equations, dynamic systems, biological systems and social systems.

  • DeepONet uses a relatively small number of trainable parameters compared to other deep learning architectures, which makes it computationally efficient to train

  • Unlike many other machine learning approaches, DeepONet provides interpretable results. This means that it is possible to understand why the model made a particular prediction or decision. This can be important in many application where it is necessary to have transparency and accountability.

  • DeepONet has the ability to make accurate predictions even when the data sets are noisy or incomplete.

  • DeepONet is scalable to larger datasets and can be used to solve a wide range of problems making it a versatile tool for many applications.

About Us

Avrio Industry is a cutting-edge AI company operating at the nexus of artificial intelligence and engineering innovation. We partner with forward-thinking organizations to develop advanced, physics-informed, AI-driven software solutions tailored to solve complex industrial challenges.

Our mission is simple: to boost operational efficiency, minimize downtime, enhance safety, and deliver significant cost savings—empowering our clients to operate smarter, faster, and more reliably

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Let’s Work Together

Further case studies available upon request. Please provide some information on your project or goals and we’ll move the conversation on from there.