Handbook of Uncertainty Quantification

• Exploring structure–property relations in dual phase steels using crystal plasticity and variance based global sensitivity analysis

  2025 Materials & Design article Engineering Microstructure and Mechanical Properties of Steels Open access

  11

  citations
• ENvironmental Success under Uncertainty and Risk (ENSURe): A procedure for probability evaluation in ex-ante LCA

  2024 Technological Forecasting and Social Change article Environmental Science Environmental Impact and Sustainability Open access

  13

  citations
• Global warming potential of lithium-ion battery cell production: Determining influential primary and secondary raw material supply routes

  2023 Cleaner Logistics and Supply Chain article Engineering Extraction and Separation Processes Open access

  25

  citations
• Model-free Data-Driven inference in computational mechanics

  2022 Computer Methods in Applied Mechanics and Engineering article Decision Sciences Probabilistic and Robust Engineering Design Open access

  32

  citations
• Principal component density estimation for scenario generation using normalizing flows

  2022 Data-Centric Engineering article Engineering Energy Load and Power Forecasting Open access

  14

  citations
• Uncertainty quantification of offshore wind farms using Monte Carlo and sparse grid

  2021 Energy Sources Part B Economics Planning and Policy article Engineering Wind Energy Research and Development

  8

  citations
• Computing f-Divergences and Distances of High-Dimensional Probability Density Functions -- Low-Rank Tensor Approximations

  2021 arXiv (Cornell University) preprint Mathematics Tensor decomposition and applications Open access

  0

  citations
• A two-stage surrogate model for Neo-Hookean problems based on adaptive proper orthogonal decomposition and hierarchical tensor approximation

  2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks

  18

  citations
• Assessing the sustainability of emerging technologies: A probabilistic LCA method applied to advanced photovoltaics

  2020 Journal of Cleaner Production article Environmental Science Environmental Impact and Sustainability Open access

  68

  citations

9 results