Probabilistic physics-guided transfer learning for material property prediction in extrusion deposition additive manufacturing

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

Computing, Computer Science, Data Mining +12

Average stress in matrix and average elastic energy of materials with misfitting inclusions

T. Mori, Kōichi Tanaka · Acta Metallurgica · 1973 · 7.9K citations

Natural Sciences, Materials Engineering, Materials Science +16

Monte Carlo Statistical Methods

Hoon Kim, Christian P. Robert, George Casella · Technometrics · 2000 · 5.6K citations

Natural Sciences, Biostatistics, Mathematics +13

The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations

Dongbin Xiu, George Em Karniadakis · SIAM Journal on Scientific Computing · 2002 · 4.7K citations

Natural Sciences, Computational Engineering, Mathematics +16