Nayantara Mudur

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Diffusion Models

Top Venues

Publications

Nayantara Mudur, Carolina Cuesta-Lázaro, Douglas P. Finkbeiner
Diffusion-HMC: Parameter Inference with Diffusion Model driven Hamiltonian Monte Carlo. CoRR (2024)
Haining Pan, Nayantara Mudur, Will Taranto, Maria Tikhanovskaya, Subhashini Venugopalan, Yasaman Bahri, Michael P. Brenner, Eun-Ah Kim
Quantum Many-Body Physics Calculations with Large Language Models. CoRR (2024)
Nayantara Mudur, Carolina Cuesta-Lázaro, Douglas P. Finkbeiner
Cosmological Field Emulation and Parameter Inference with Diffusion Models. CoRR (2023)
Core Francisco Park, Victoria Ono, Nayantara Mudur, Yueying Ni, Carolina Cuesta-Lázaro
Probabilistic reconstruction of Dark Matter fields from biased tracers using diffusion models. CoRR (2023)
Nayantara Mudur, Douglas P. Finkbeiner
Can denoising diffusion probabilistic models generate realistic astrophysical fields? CoRR (2022)
Shanshan Qin, Nayantara Mudur, Cengiz Pehlevan
Contrastive Similarity Matching for Supervised Learning. Neural Comput. 33 (5) (2021)
Shanshan Qin, Nayantara Mudur, Cengiz Pehlevan
Supervised Deep Similarity Matching. CoRR (2020)