Atul Agrawal

Employment

• Technical University of Munich Researcher
  2019 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (5)

• Stochastic black-box optimization using multi-fidelity score function estimator
  Machine Learning: Science and Technology 2025 DOI: 10.1088/2632-2153/ad8e2b
  +Save
• A probabilistic, data-driven closure model for RANS simulations with aleatoric, model uncertainty
  Journal of Computational Physics 2024 DOI: 10.1016/j.jcp.2024.112982
  +Save
• From concrete mixture to structural design—a holistic optimization procedure in the presence of uncertainties
  Data-Centric Engineering 2024 DOI: 10.1017/dce.2024.18
  +Save
• A Reduced-Order Modeling Framework for Simulating Signatures of Faults in a Bladed Disk
  SAE International Journal of Aerospace 2022 DOI: 10.4271/01-16-01-0006
  +Save
• Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection
  Journal of Computational Physics 2022 DOI: 10.1016/j.jcp.2022.111022
  +Save