Tomas Johnson

Employment

• Fraunhofer Chalmers Research Centre for Industrial Mathematics

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (33)

• Diff-KNN: Residual Correction of Baseline Wind Predictions in Urban Settings
  Machine Learning and Knowledge Extraction 2025 DOI: 10.3390/make7040131
  +Save
• Optimisation of city structures with respect to high wind speeds using U-Net models
  Engineering Applications of Artificial Intelligence 2024 DOI: 10.1016/j.engappai.2024.108812
  +Save
• Predicting Wind Comfort in an Urban Area: A Comparison of a Regression- with a Classification-CNN for General Wind Rose Statistics
  Machine Learning and Knowledge Extraction 2024 DOI: 10.3390/make6010006
  +Save
• Machine learning surrogates for the optimization of curing ovens
  Engineering Applications of Artificial Intelligence 2024 DOI: 10.1016/j.engappai.2024.108086
  +Save
• A multi-scale simulation method for powder coating with moving powder guns
  Journal of Electrostatics 2023 DOI: 10.1016/j.elstat.2023.103843
  +Save
• Efficient Simulation of Convective Ovens in Automotive Paintshops
  Journal of Heat Transfer 2022 DOI: 10.1115/1.4054599
  +Save
• Multicriteria Optimization of an Oven With a Novel ε-Constraint-Based Sandwiching Method
  Journal of Heat Transfer 2021 DOI: 10.1115/1.4048737
  +Save
• Multiobjective Optimization of a Heat-Sink Design Using the Sandwiching Algorithm and an Immersed Boundary Conjugate Heat Transfer Solver
  Journal of Heat Transfer 2018 DOI: 10.1115/1.4040086
  +Save
• Robust intersection of structured hexahedral meshes and degenerate triangle meshes with volume fraction applications
  Numerical Algorithms 2018 DOI: 10.1007/s11075-017-0352-7
  +Save
• Math-Based Algorithms and Software for Virtual Product Realization Implemented in Automotive Paint Shops
  Math for the Digital Factory 2017 DOI: 10.1007/978-3-319-63957-4_11
  +Save