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Gianmarco Mengaldo

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • math.NA1
  • physics.ao-ph1
ORCID 0000-0002-0157-5477
same name
  • Gianmarco Mengaldo — 6 papers, h 4

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedA Hybrid Two-level MCMC Framework to Accelerate Posterior Mean Estimation with Deep Learning Surrogates for Bayesian Inverse Problems

3 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

physics.ao-ph2025★ 1 cited

CondensNet: Enabling stable long-term climate simulations via hybrid deep learning models with adaptive physical constraints

Xin Wang, Jianda Chen, Juntao Yang +8

Accurate and efficient climate simulations are crucial for understanding Earth's evolving climate. However, current general circulation models (GCMs) face challenges in capturing u…

cs.CL2025

ESGSenticNet: A Neurosymbolic Knowledge Base for Corporate Sustainability Analysis

Keane Ong, Rui Mao, Deeksha Varshney +5

Evaluating corporate sustainability performance is essential to drive sustainable business practices, amid the need for a more sustainable economy. However, this is hindered by the…

math.NA2023★ 3 cited

A Hybrid Two-level MCMC Framework to Accelerate Posterior Mean Estimation with Deep Learning Surrogates for Bayesian Inverse Problems

Juntao Yang, Jeff Adie, Simon See +2

Bayesian inverse problems arise in various scientific and engineering domains, and solving them can be computationally demanding. This is especially the case for problems governed…

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