Aashwin Ananda Mishra

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Classification Algorithm

Gaussian Distribution

Top Venues

AAAI Spring Symposium: MLPS

Publications

Felix Petersen, Aashwin Ananda Mishra, Hilde Kuehne, Christian Borgelt, Oliver Deussen, Mikhail Yurochkin
Uncertainty Quantification via Stable Distribution Propagation. ICLR (2024)
Oliver Hoidn, Aashwin Ananda Mishra, Apurva Mehta
Physics Constrained Unsupervised Deep Learning for Rapid, High Resolution Scanning Coherent Diffraction Reconstruction. CoRR (2023)
Wai Tong Chung, Aashwin Ananda Mishra, Nikolaos Perakis, Matthias Ihme
Accelerating High-fidelity Combustion Simulations with Classification Algorithms. AAAI Spring Symposium: MLPS (2021)
Jan Felix Heyse, Aashwin Ananda Mishra, Gianluca Iaccarino
Data Driven Physics Constrained Perturbations for Turbulence Model Uncertainty Estimation. AAAI Spring Symposium: MLPS (2021)
Wai Tong Chung, Aashwin Ananda Mishra, Matthias Ihme
Interpretable Data-driven Methods for Subgrid-scale Closure in LES for Transcritical LOX/GCH4 Combustion. CoRR (2021)
Wai Tong Chung, Aashwin Ananda Mishra, Nikolaos Perakis, Matthias Ihme
Data-assisted combustion simulations with dynamic submodel assignment using random forests. CoRR (2020)