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SCHOLARLY PAPERS

5

DOWNLOADS

675

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Omni-FinAI: Unlocking Financial Disclosure Insights

Number of pages: 58 Posted: 11 Nov 2024 Last Revised: 25 Nov 2024
National Taiwan University, National Taiwan University, NVIDIA, NVIDIA, NVIDIA, NVIDIA, NVIDIA and NVIDIA
Downloads 334 (226,528)

Abstract:

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Generative AI, Large Language Model, Textual Analysis, Earnings Conference Call, Disclosure, Sentiment Analysis C45

2.

NP4Buoyancy: An End-to-End Differentiable Neural-Physics Framework for Buoyancy-Driven Flows

Number of pages: 28 Posted: 09 Feb 2026
Nanyang Technological University, Nanyang Technological University, Nanyang Technological University, Imperial College London, affiliation not provided to SSRN, Agency for Science, Technology and Research (A*STAR) - Institute of High Performance Computing, NVIDIA, Agency for Science, Technology and Research (A*STAR) - Institute of High Performance Computing, Imperial College London, Imperial College London and Nanyang Technological University
Downloads 120 (596,393)

Abstract:

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Buoyancy-driven flows, Automatic differentiation, Inverse modelling, Geometric multigrid methods, Convolutionaloperators, Differentiable computational fluid dynamics

3.

Hybrid Two-Level MCMC with Deep Learning Surrogates for Bayesian Inverse Problems

Number of pages: 44 Posted: 06 Jan 2025
affiliation not provided to SSRN, National University of Singapore (NUS) - Sustainable & Green Finance Institute (SGFIN), affiliation not provided to SSRN, NVIDIA and affiliation not provided to SSRN
Downloads 104 (669,616)

Abstract:

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MCMC, Deep Learning, Bayesian Inverse Problems

4.

KnowDiff: Knowledge-Regulated Dual-Stream Diffusion for Robust Battery Prognostics

Number of pages: 22 Posted: 05 Dec 2025
Singapore Institute of Technology, Singapore Institute of Technology, affiliation not provided to SSRN, Singapore Institute of Technology and NVIDIA
Downloads 76 (844,901)

Abstract:

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Battery health, diffusion modelling, knowledge-regulated machine learning

5.

Natural Generative Noise Diffusion Model Imputation

Number of pages: 19 Posted: 03 Apr 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and NVIDIA
Downloads 41 (1,170,409)

Abstract:

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Imputation, diffusion models, Perlin, Scheduler