At HIDENN-AI, we believe that the future of scientific and engineering computer modeling and simulations lie at the intersection of artificial intelligence, traditional simulation approaches, and scientific knowledge. We have developed new methods and software that combine machine learning with traditional numerical approaches and have proven that our approach is capable of handling the new challenges in complex and emerging industries.