Essays about: "Linnéa Cedergren"

Found 2 essays containing the words Linnéa Cedergren.

  1. 1. Physics-informed Neural Networks for Biopharma Applications

    University essay from Umeå universitet/Institutionen för fysik

    Author : Linnéa Cedergren; [2021]
    Keywords : PINN; PINNs; physics-informed neural networks; neural networks; machine learning; sartorius; CSTR;

    Abstract : Physics-Informed Neural Networks (PINNs) are hybrid models that incorporate differential equations into the training of neural networks, with the aim of bringing the best of both worlds. This project used a mathematical model describing a Continuous Stirred-Tank Reactor (CSTR), to test two possible applications of PINNs. READ MORE

  3. 2. Innovation Management and Simulations - Early innovative product exploration with modern working methods and technical simulations

    University essay from Lunds universitet/Innovation

    Author : Linnéa Härder; Ebba Blomberg Cedergren; [2019]
    Keywords : Technical Simulations; Product Concept Development; Exploration; Agile Methods; Simulation Driven Development; Technology and Engineering;

    Abstract : The shortening of the development lead time for products is heavily affecting the need for having a strategic approach to product development methodology. It is also of the utmost importance to use the right tools and have an understanding concerning the digitalization of the industry. READ MORE