The Benefits of Applying Artificial Intelligence and Simulation
AI/ML is rapidly being successfully adopted by an increasingly broad range of industries and users. We’d expect that AI/ML applications would be actively used in science and medicine, from streamlining drug discovery to robot-assisted surgery to automated medical records that can be instantaneously accessed by providers anywhere in the world. But it’s also helping consumer brands mine their social media to find out how customers feel about their products (sentiment analysis), giving investors a leg up on stock trade opportunities (financial algorithmic trading) and enabling e-commerce owners to personalize offerings to online shoppers (recommendation engines).
At Ansys, we can use AI/ML methods to automatically find the parameters of simulation to simultaneously improve speed and accuracy. We can use augmented simulation to speed up the simulation by factors of 100X by training neural networks via data-driven or physics-informed methods. Advanced simulation technology, enhanced with AI/ML, is underpinning the engineering design process.