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Yilin Fan

École Polytechnique, Paris

SCHOLARLY PAPERS

3

DOWNLOADS

205

TOTAL CITATIONS

7

Scholarly Papers (3)

1.

Machine-Learning Topology Optimization with Stochastic Gradient Descent Optimizer for Heat Conduction Problems

Number of pages: 46 Posted: 06 Oct 2023
École Polytechnique, Paris, École Polytechnique, Paris, École Polytechnique, Paris and École Polytechnique, Paris
Downloads 78 (816,709)
Citation 1

Abstract:

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Topology optimization, machine learning, Stochastic gradient descent, Heat Conduction, Heat spreading

2.

An Online Learning Framework for Self-Adaptive Dynamic Thermal Modeling of Building Envelopes

Number of pages: 35 Posted: 10 Sep 2022
École Polytechnique, Paris, École Polytechnique, Paris, École Polytechnique, Paris and École Polytechnique, Paris
Downloads 68 (891,180)
Citation 5

Abstract:

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Building envelopes, Dynamic thermal modeling, Kalman filter, Machine Learning, Online learning

3.

Heat Spreading Effect on the Optimal Geometries of Cooling Structures in A Manifold Heat Sink

Number of pages: 39 Posted: 07 Nov 2023
École Polytechnique, Paris, École Polytechnique, Paris, École Polytechnique, Paris and École Polytechnique, Paris
Downloads 59 (970,490)
Citation 1

Abstract:

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Manifold heat sink, Embedded cooling, Topology optimization, Bayesian optimization, Heat spreading