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Yang Juntao

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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224

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Scholarly Papers (2)

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1.

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

Number of pages: 28 Posted: 09 Feb 2026
Yu Jiao, Han Zhang, Tingkai Xue, Boyang Chen, Yang Juntao, Te Ba, Simon See, Kang Chang Wei, Claire E. Heaney, Christopher Pain and Hongying Li
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)

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

2.

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

Number of pages: 44 Posted: 06 Jan 2025
Yang Juntao, Gianmarco Mengaldo, Jeff Adie, Simon See and Adriano Gualandi
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)

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MCMC, Deep Learning, Bayesian Inverse Problems