Hierarchical Boltzmann simulations and model error estimation. - Manuel Torrilhon; Neeraj Sarna (J. Comput. Phys., 2017)

Entropy stable Hermite approximation of the linearised Boltzmann equation for inflow and outflow boundaries. - Neeraj Sarna; Manuel Torrilhon (J. Comput. Phys., 2018)

Model Reduction of Time-Dependent Hyperbolic Equations using Collocated Residual Minimisation and Shifted Snapshots. - Neeraj Sarna; Sara Grundel (CoRR, 2020)

Stable Boundary Conditions and Discretization for PN Equations. - Jonas Bünger; Neeraj Sarna; Manuel Torrilhon (CoRR, 2020)

Data-Driven Snapshot Calibration via Monotonic Feature Matching. - Neeraj Sarna; Jan Giesselmann; Peter Benner (CoRR, 2020)

Simultaneous-approximation-term based boundary discretization for moment equations of rarefied gas dynamics. - Neeraj Sarna; Harshit Kapadia; Manuel Torrilhon (J. Comput. Phys., 2020)

Convergence Analysis of Grad's Hermite Expansion for Linear Kinetic Equations. - Neeraj Sarna; Jan Giesselmann; Manuel Torrilhon (SIAM J. Numer. Anal., 2020)

Data-Driven Model Order Reduction for Problems with Parameter-Dependent Jump-Discontinuities. - Neeraj Sarna; Peter Benner (CoRR, 2021)

Learning reduced order models from data for hyperbolic PDEs. - Neeraj Sarna; Peter Benner (CoRR, 2021)

A positive and stable L2-minimization based moment method for the Boltzmann equation of gas dynamics. - Neeraj Sarna (J. Comput. Phys., 2021)

Distribution-free risk assessment of regression-based machine learning algorithms. - Sukrita Singh; Neeraj Sarna; Yuanyuan Li; Yang Li; Agni Orfanoudaki; Michael Berger (CoRR, 2023)

Distribution-free risk assessment of regression-based machine learning algorithms. - Sukrita Singh; Neeraj Sarna; Yuanyuan Li; Yang Lin; Agni Orfanoudaki; Michael Berger (COPA, 2024)

An In-Depth Examination of Risk Assessment in Multi-Class Classification Algorithms. - Disha Ghandwani; Neeraj Sarna; Yuanyuan Li; Yang Lin (CoRR, 2024)

Quantifying Correlations of Machine Learning Models. - Yuanyuan Li; Neeraj Sarna; Yang Lin (ICSTW, 2025)

Safer Prompts: Reducing IP Risk in Visual Generative AI. - Lena Reissinger; Yuanyuan Li; Anna-Carolina Haensch; Neeraj Sarna (CoRR, 2025)