Zobrazeno 1 - 10
of 21
pro vyhledávání: '"Anirban Basudhar"'
Publikováno v:
Geotechnical and Geological Engineering. 36:3091-3109
The paper pertains to the development of a new relationship expressing the Winkler modulus of subgrade reaction as a function of elastic parameters such as the modulus of elasticity and Poisson’s ratio of the foundation soil, and the relative rigid
Autor:
Harjinder Singh, Nielen Stander, Anirban Basudhar, Vesna Savic, Louis G. Hector, Mahendran Paramasuwom, Ushnish Basu
Publikováno v:
SAE International Journal of Materials and Manufacturing. 11:303-313
Autor:
Anirban Basudhar, Terrence Johnson
Publikováno v:
International Journal of Impact Engineering. 75:229-240
Landmine detonation continues to be a serious threat to Army military vehicles in theater. One strategy to mitigate its effects is to use engineering design techniques to reshape the underbody of the hull. Previous works have shown that reshaping the
Autor:
Vesna Savic, Jun Hu, Fadi Abu-Farha, Kyoo Sil Choi, Sharvan Kumar, Louis G. Hector, Anirban Basudhar, Nielen Stander, Ushnish Basu, Imtiaz Gandikota, Xin Sun, Taejoon Park, Farhang Pourboghrat
Publikováno v:
SAE Technical Paper Series.
Publikováno v:
Engineering Computations. 30:132-148
Purpose – The purpose of this paper is to present a study of the parallelization of the construction of explicit constraints or limit‐state functions using support vector machines. These explicit boundaries have proven to be beneficial for design
Publikováno v:
Structural and Multidisciplinary Optimization. 46:201-221
This paper presents a methodology for constrained efficient global optimization (EGO) using support vector machines (SVMs). While the objective function is approximated using Kriging, as in the original EGO formulation, the boundary of the feasible d
Autor:
Anirban Basudhar, Samy Missoum
Publikováno v:
Structural and Multidisciplinary Optimization. 42:517-529
This article presents an improved adaptive sampling scheme for the construction of explicit decision functions (constraints or limit state functions) using Support Vector Machines (SVMs). The proposed work presents substantial modifications to an ear
Autor:
Avinash Ayyalasomayajula, Anirban Basudhar, Samy Missoum, Andrew Polk, Lavi Nissim, Jonathan P. Vande Geest
Publikováno v:
Annals of Biomedical Engineering. 38:164-176
An aneurysm is a gradual and progressive ballooning of a blood vessel due to wall degeneration. Rupture of abdominal aortic aneurysm (AAA) constitutes a significant portion of deaths in the US. In this study, we describe a technique to reconstruct AA
Autor:
Anirban Basudhar, Samy Missoum
Publikováno v:
Computers & Structures. 86:1904-1917
This article presents a methodology to generate explicit decision functions using support vector machines (SVM). A decision function is defined as the boundary between two regions of a design space (e.g., an optimization constraint or a limit-state f
Publikováno v:
Probabilistic Engineering Mechanics. 23:1-11
This article presents a method for the explicit construction of limit state functions using Support Vector Machines (SVM). Specifically, the approach aims at handling the difficulties associated with the reliability assessment of problems exhibiting