Why don't you exploit your #Engineering #BigData to train #ArtificialIntelligence to produce almost real-time #simulation? #DeepLearning is the answer: @nc_shape #CFD #FEA #innovation

With #DeepLearning #ArtificialIntelligence you can recycle your corporate datasets (or synthesize new ones) to bring to any #design #Engineer's desk the power of real-time #CFD #Engineering #simulation

Deep Learning exploits previous CAD & CAE data and makes simulation response time to new designs almost real-time! #ArtificialIntelligence #DeepLearning  #Simulation  #CFD  #Engineer

#DeepLearning is a Prometheus bringing #Simulation from the mountain peak of specialists to most engineers. Other attempts to democratise simulation are out of sync with specialists or impose extra #Engineering costs such as CAD parametrisation. #ArtificialIntelligence

If you have invested in high fidelity #engineering simulation (CAE), #DeepLearning can spread it to any engineer who has a laptop. Deep Learning roams across projects acquiring data from #CAD and #CAE, becoming ever more accurate. Isn’t this beautiful? #ArtificialIntelligence

What's next after Industry 4.0? It's 5.0 with full digital twins and will include advanced Analytics such as 3D CAE simulation, to enhance the human creativity of design teams and increase dividends in #predictive #Analytics. Powered by #DeepLearning #ArtificialIntelligence

What would you think about an AI-powered simulation app Integrated into your daily design routine? Data inefficiency and high computational costs make traditional tools impractical for large-scale deployment to all engineers. #innovation #artificialintelligence #engineering

Compressible flow predictions at variable Mach number and α can be generated from a single inexpensive low Mach #CFD #simulation, thanks to #deeplearning.

Performance explorer based on #artificialintelligence and #CFD. A #NeuralNetwork was trained to predict both a #turbomachinery performance map and the surrogates of #fluiddynamics simulations.

«Deep Learning for Simulation is a subject for scientists». This is like saying that cars are for mechanics only! The🦸🏻‍♀️ Experts are joined by a mass 👩🏽‍💻 👩🏽‍💻 👩🏽‍💻 of Production users. #Simulation #ArtificialIntelligence #Deeplearning

Sophisticated #engineering #simulations (#CFD / FEA) can be made available to designers & architects: from 1 hour on 90 compute cores to one second or less on a normal PC without headaches. In this beautiful revolution, #DeepLearning responds almost in real-time to new #designs!

I have mostly seen #CAE #democratization as a sleazy way to sell another software (primarily by #CAD-competent #engineers to CAD-competent engineers) rather than evangelizing the company by exploiting high-fidelity specialists' work for "the masses"... sad duplication of efforts.

Democratization of simulation! AI can empower anyone, without the need for dedicated hardware, to get simulation results from a new design in ≈2 seconds. #technology #DeepLearning #Naval #CFD #ArtificialIntelligence #Simulation

I am sharing in an article some experiences of mine in the CAE and AI world. The question: if 3D Simulation is so valuable, why can't we make it available to many more people? #ArtificialIntelligence #Engineering #Simulation https://t.co/swoi0HqJc2

#ArtificialIntelligence can speed up by 50'000-1'000'000 the prediction time for 3D #Engineering Simulation (#CFD , #FEA etc.). This speedup can enable more engineers to make decisions without waiting for CAE. See here an example for #Automotive #designers in #Formula1.

Is #CAE ready for #DeepLearning? We recently conducted a LinkedIn #survey, primarily for fun; please find some preliminary results on the quantity of generated #Engineering #data (an essential ingredient for Deep Learning).

our new Web site is up and running😀 https://t.co/Qi3Ao1fN6D

The @SpaceX @Inspiration4x launch, endlessly flowing from the pad all the way to orbit. Composite of multiple tracking telescopes using new techniques to bring out the faintest colors and finest details--in 10K resolution. #EndlessInspiration

Intelligent Simulation Ltd. presented "#AI and #Product #Design - Myth or Reality" at Simulation Summit 2021 during @MECSPE, the reference trade fair for the #manufacturing #industry. #SimulationFriday #SimulationSummit

Anthony Massobrio (Intelligent Simulation Ltd) al #SIMSUM21 parla di Mentre gli uffici CAE generano (ma conservano?) Terabyte di dati, c’è sete di innovazione in progettazione. Il Machine Learning sfrutta i dati generati e fornisce strumenti pratici per … https://t.co/etrwVdp7fl

An "integral Artificial Intelligence" approach creates counter-intuitive design proposals worth considering by engineering teams: a Neural Network generated a new car component shape (side mirror). #ai #design #aerodynamics #cfd #optimization #engineering #generativedesign