AI Powered DIGITAL TWINS

We Develop Software that Enables our Partners to:
OPTIMISE OPERATION
MAKE DATA-DRIVEN DECITIONS
INOVATE EFFECTIVELY
WHAT We CAN DO FOR YOU
Design Optimization
Analyzing how the system performs under various input scenarios to fine-tune the design for optimal usability, efficiency, and performance.
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
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
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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.
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DeepONet uses a relatively small number of trainable parameters compared to other deep learning architectures, which makes it computationally efficient to train
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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.
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DeepONet has the ability to make accurate predictions even when the data sets are noisy or incomplete.
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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
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.