Author

M. Bhattarai

3 papers indexed here

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#artificial intelligence Preprint Oct 2026

Assessing Language Models for Scientific Applications: Inertial Confinement Fusion as a Use Case

An expert-curated benchmark of 250 questions spanning qualitative reasoning, numerical calculation, symbolic derivation, and equation formulation for inertial confinement fusion is developed, noting that domain-specific performance can improve through specialization, but benchmark gains alone do not establish scientifi...

P. Radha, D. Meyerhofer, M. Bhattarai et al. · 0 citations

#machine learning Preprint Oct 2026

Inner Momentum for Differentially Private Muon

It is shown that a finite Newton-Schulz iteration preserves the polar factor of its input under these spectral conditions, confirming that the correction survives orthogonalization.

Bishnu Bhusal, M. Vu, B. Southworth et al. · 0 citations

Preprint Sep 2026

Identity or Prompt Noise? A Calibrated Invariance Audit of LLM Code Generation

Identity cues are irrelevant to a fixed programming specification, but raw counterfactual differences can arise from unequal samples and prompt wording. We audit 30.73 million executed Python generations from seven checkpoints on HumanEval+ and MBPP+, supplemented by an exploratory 550B slice, under model-assigned gend...

M. Eren, Ryan C. Barron, E. Michalak et al. · 0 citations