Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition | Paper Citation Record

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This paper cites Buchanan, L.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Buchanan, L

Reference 1

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 2

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 3

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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This paper cites Jafarabadi, I.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Jafarabadi, I

Reference 5

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 6

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This paper cites Lopes, D.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Lopes, D

Reference 7

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 8

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 9

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This paper cites Dahaghin, M.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Dahaghin, M

Reference 10

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This paper cites Ghafoori, H.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Ghafoori, H

Reference 11

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This paper cites Laghi, M.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Laghi, M

Reference 12

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 13

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 14

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This paper cites Snijder, L.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Snijder, L

Reference 15

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This paper cites Gardner, P.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Gardner, P

Reference 16

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This paper cites Huang, L.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Huang, L

Reference 17

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This paper cites Huang, Y.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Huang, Y

Reference 18

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This paper cites Gardner, Metal additive manufacturing in structural engineering–review, advances, opportunities and outlook, Structures 47 (2023) 2178–2193.doi:10.1016/j.istruc.2022.12.039.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Gardner, Metal additive manufacturing in structural engineering–review, advances, opportunities and outlook, Structures 47 (2023) 2178–2193.doi:10.1016/j.istruc.2022.12.039

Reference 19

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 20

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 21

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This paper cites Mukherjee, H.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Mukherjee, H

Reference 22

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

Reference 25

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This paper cites Hosseini, P.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Hosseini, P

Reference 26

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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This paper cites Uhrich, N.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Uhrich, N

Reference 30

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Sampaio, J

Reference 31

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Goldak, A

Reference 32

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This paper cites An Expert's Guide to Training Physics-informed Neural Networks.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition An Expert's Guide to Training Physics-informed Neural Networks

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Gaussian Error Linear Units (GELUs)

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Automatic Differentiation of Algorithms for Machine Learning

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Adam: A Method for Stochastic Optimization

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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This paper cites Exact Enforcement of Temporal Continuity in Sequential Physics-Informed Neural Networks.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Exact Enforcement of Temporal Continuity in Sequential Physics-Informed Neural Networks

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This paper cites Smith, ABAQUS/Standard User’s Manual, Version 6.9, Dassault Systèmes Simulia Corp, United States, 2009.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Smith, ABAQUS/Standard User’s Manual, Version 6.9, Dassault Systèmes Simulia Corp, United States, 2009

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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This paper cites Liang, Q.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Liang, Q

Reference 42

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition PyTorch: An Imperative Style, High-Performance Deep Learning Library

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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This paper cites Parameterized Physics-informed Neural Networks for Parameterized PDEs.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Parameterized Physics-informed Neural Networks for Parameterized PDEs

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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This paper cites Niederreiter, Low-discrepancy and low-dispersion sequences, Journal of Number Theory 30 (1) (1988) 51– 70.doi:10.1016/0022-314X(88)90025-X.

Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Niederreiter, Low-discrepancy and low-dispersion sequences, Journal of Number Theory 30 (1) (1988) 51– 70.doi:10.1016/0022-314X(88)90025-X

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Crombecq, E

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Random Weight Factorization Improves the Training of Continuous Neural Representations

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Loshchilov, F

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Physics-informed machine learning surrogate for scalable simulation of thermal histories during wire-arc directed energy deposition Unresolved cited work

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