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Model Reduction and Neural Networks

TopicLeading institutions, researchers & key papers

Model Reduction and Neural Networks is a topic indexed in ScholarIQ from OpenAlex.

What is known about Model Reduction and Neural Networks?

ScholarIQrecord summary

This cluster of papers focuses on the development and application of physics-informed neural networks for scientific computing, particularly in the context of solving partial differential equations, model reduction, fluid dynamics, dynamic mode decomposition, and nonlinear systems. The research explores the integration of deep learning techniques with traditional numerical methods to address complex problems in physics-based modeling and simulation.

How many works does Model Reduction and Neural Networks have?

ScholarIQindexed works

Model Reduction and Neural Networks has 71,568 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

How many citations does Model Reduction and Neural Networks have?

ScholarIQcitation count

Model Reduction and Neural Networks has 734,873 citations in the OpenAlex counts ScholarIQ stores.

What is the OpenAlex record for Model Reduction and Neural Networks?

ScholarIQopenalex

The OpenAlex for Model Reduction and Neural Networks is on the source record.

Who are the most-cited researchers behind Model Reduction and Neural Networks?

ScholarIQtop researchers by citations
1
Yoshua Bengio · Neural Networks and Applications
1,290 works476,190 citations
2
Geoffrey E. Hinton · Neural Networks and Applications
385 works451,920 citations
3
Yann LeCun · Domain Adaptation and Few-Shot Learning
484 works252,968 citations
4
Jerome H. Friedman · Advanced Statistical Methods and Models
251 works221,298 citations
5
Demis Hassabis · Memory and Neural Mechanisms
178 works193,469 citations

Where is Model Reduction and Neural Networks research published, and who funds it?

ScholarIQvenues & funding sources

TOP JOURNALS

No journal data available yet.

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
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