Incorporating domain knowledge into reinforcement learning to expedite welding sequence optimization

Jesus Romero-Hdz , Baidya Nath Saha , Seiichiro Tstutsumi , Riccardo Fincato
Engineering Applications of Artificial Intelligence 91 103612

1
2020
6
2006
Return mapping considerations for tangential inelastic effect on the subloading surface model

S. Tsutsumi , R. Fincato
Recent Advances in Structural Integrity Analysis - Proceedings of the International Congress (APCF/SIF-2014)#R##N#APCFS/SIF 2014 250 -254

2015
Evaluation of typical conventional and unconventional plasticity models for prediction of softening behaviour of soils

K Hashiguchi , K Saitoh , T Okayasu , S Tsutsumi
Géotechnique 52 ( 8) 561 -578

61
2002
Effect of tangential plasticity on structural response under non-proportional cyclic loading

S. Tsutsumi , R. Fincato , H. Momii
Acta Mechanica 230 ( 7) 2425 -2446

4
2019
15
2019
46
2007
General non-proportional loading behavior of soils

S Tsutsumi , K Hashiguchi ,
International Journal of Plasticity 21 ( 10) 1941 -1969

138
2005
Numerical study of a welded plate instability using the subloading surface model

R. Fincato , S. Tsutsumi
Marine Structures 55 104 -120

15
2017
Local Stress Increase Due to Mechanically Induced Phase Transformation Predicted by a Crystal FE Analysis

S. Tsutsumi , R. Fincato , K. Terada , T. Ishida
Materials Today: Proceedings 2

2015
A return mapping algorithm for elastoplastic and ductile damage constitutive equations using the subloading surface method

R. Fincato , S. Tsutsumi
International Journal for Numerical Methods in Engineering 113 ( 11) 1729 -1754

10
2018
Closest-point projection method for the extended subloading surface model

R. Fincato , S. Tsutsumi
Acta Mechanica 228 ( 12) 4213 -4233

17
2017
Stress path dependency of non-coaxial response

S Tsutsumi , M Toyosada , K Hashiguchi , K Kaneko
CRC Press 211 -215

2017
Failure surface of granular materials predicted by global-local computations

K. Kaneko , R. Aizawa , K. Kumagai , S. Tsutsumi
CRC Press 205 -209

2017
6
2021
Numerical modeling of the evolution of ductile damage under proportional and non-proportional loading

R. Fincato , S. Tsutsumi
International Journal of Solids and Structures 160 247 -264

10
2019
Ductile behaviour of carbon steel for welded structures: Experiments and numerical simulations

S. Tsutsumi , T. Kitamura , R. Fincato
Journal of Constructional Steel Research 172 106185

4
2020
Shear band formation analysis in soils by the subloading surface model with tangential stress rate effect

Koichi Hashiguchi , Seiichiro Tsutsumi ,
International Journal of Plasticity 19 ( 10) 1651 -1677

76
2003