Neeraj Sarna

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Outlier Rejection

Convergence Analysis

Machine Learning Algorithms

Feature Matching

Top Venues

J. Comput. Phys.

SIAM J. Numer. Anal.

Publications

Sukrita Singh, Neeraj Sarna, Yuanyuan Li, Yang Li, Agni Orfanoudaki, Michael Berger
Distribution-free risk assessment of regression-based machine learning algorithms. CoRR (2023)
Neeraj Sarna, Peter Benner
Learning reduced order models from data for hyperbolic PDEs. CoRR (2021)
Neeraj Sarna
A positive and stable L2-minimization based moment method for the Boltzmann equation of gas dynamics. J. Comput. Phys. 440 (2021)
Neeraj Sarna, Peter Benner
Data-Driven Model Order Reduction for Problems with Parameter-Dependent Jump-Discontinuities. CoRR (2021)
Neeraj Sarna
A Positive and Stable L2-minimization Based Moment Method for the Boltzmann Equation of Gas dynamics. CoRR (2020)
Neeraj Sarna, Jan Giesselmann, Peter Benner
Data-Driven Snapshot Calibration via Monotonic Feature Matching. CoRR (2020)
Neeraj Sarna, Jan Giesselmann, Manuel Torrilhon
Convergence Analysis of Grad's Hermite Expansion for Linear Kinetic Equations. SIAM J. Numer. Anal. 58 (2) (2020)
Jonas Bünger, Neeraj Sarna, Manuel Torrilhon
Stable Boundary Conditions and Discretization for PN Equations. CoRR (2020)
Neeraj Sarna, Harshit Kapadia, Manuel Torrilhon
Simultaneous-approximation-term based boundary discretization for moment equations of rarefied gas dynamics. J. Comput. Phys. 407 (2020)
Neeraj Sarna, Sara Grundel
Model Reduction of Time-Dependent Hyperbolic Equations using Collocated Residual Minimisation and Shifted Snapshots. CoRR (2020)
Neeraj Sarna, Manuel Torrilhon
Entropy stable Hermite approximation of the linearised Boltzmann equation for inflow and outflow boundaries. J. Comput. Phys. 369 (2018)
Manuel Torrilhon, Neeraj Sarna
Hierarchical Boltzmann simulations and model error estimation. J. Comput. Phys. 342 (2017)