Direct and Inverse Steady-State Heat Conduction in Materials with Discontinuous Thermal Conductivity: Hybrid Difference/Meshless Monte Carlo Approaches. [PDF]
Milewski S.
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A primer on variational inference for physics-informed deep generative modelling. [PDF]
Glyn-Davies A +4 more
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Partial differential equations in data science. [PDF]
Bertozzi AL +3 more
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A novel hybridization of birds of prey-based optimization with differential evolution mutation and crossover for chaotic dynamics identification. [PDF]
Ekinci S +4 more
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Inverse Problem Regularization for 3D Multi-Species Tumor Growth Models. [PDF]
Ghafouri A, Biros G.
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Continuous Generative Neural Networks: A Wavelet-Based Architecture in Function Spaces. [PDF]
Alberti GS, Santacesaria M, Sciutto S.
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Information-distilled physics informed deep learning for high order differential inverse problems with extreme discontinuities. [PDF]
Peng M, Tang H.
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Accelerated Diffusion Basis Spectrum Imaging With Tensor Computations. [PDF]
Utt KL, Blum JS, Rim D, Song SK.
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Optimization of Sparse Sensor Layouts and Data-Driven Reconstruction Methods for Steady-State and Transient Thermal Field Inverse Problems. [PDF]
Yuan Q, Yao P, Zhao W, Zhang B.
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Parameter identification for PDEs using sparse interior data and a recurrent neural network. [PDF]
Long J, Khaliq A, Furati KM.
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