Essays about: "Mathias Berggren"

Found 4 essays containing the words Mathias Berggren.

1. 1. Design Optimization in Gas Turbines using Machine Learning : A study performed for Siemens Energy AB

   University essay from Linköpings universitet/Programvara och system

   Author : Berggren Mathias; Sonesson Daniel; [2021]
   Keywords : Computer Science; Design Optimization; DO; MDO; Surrogate Models; Surrogates; Response Surface Methods; Metamodels; Metamodeling; Machine Learning; ML; FEA; Finite Element Analysis; FEM; Finite Element Method;

   Abstract : In this thesis, the authors investigate how machine learning can be utilized for speeding up the design optimization process of gas turbines. The Finite Element Analysis (FEA) steps of the design process are examined if they can be replaced with machine learning algorithms. READ MORE

3. 2. Using machine learning for control systems in transforming environments

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Felicia Barkrot; Mathias Berggren; [2020]
   Keywords : Computer Science; Machine learning; Artificial intelligence;

   Abstract : The development of computational power is constantly on the rise and makes for new possibilities in a lot of areas. Two of the areas that has made great progress thanks to this development are control theory and artificial intelligence. The most eminent area of artificial intelligence is machine learning. READ MORE

4. 3. Conditional mean variables: A method for estimating latent linear relationships with discretized observations

   University essay from Uppsala universitet/Tillämpad matematik och statistik

   Author : Mathias Berggren; [2020]
   Keywords : ;

   Abstract : .... READ MORE

5. 4. Exploding dice : A special case of summing a random number of randomvariables decided by a branching process

   University essay from Uppsala universitet/Tillämpad matematik och statistik

   Author : Mathias Berggren; [2017]
   Keywords : ;

   Abstract : .... READ MORE