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Anindya Bhaduri

Johns Hopkins University

8H-index
43Paper Count
443Citation Count
Published Papers 12
Publication Date
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An uncertainty-aware deep learning framework-based robust design optimization of metamaterial units
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2025-03-01
err0
PREAI
errWang, Zihan; Bhaduri, Anindya; Xu, Hongyi; Wang, Liping
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Data-Efficient Dimensionality Reduction and Surrogate Modeling of High-Dimensional Stress Fields
errJOURNAL OF MECHANICAL DESIGN
IF3
err2024-10-18
err0
PREAI
errSamaddar, Anirban; Ravi, Sandipp Krishnan; Ramachandra, Nesar; Luan, Lele; Madireddy, Sandeep; Bhaduri, Anindya; Pandita, Piyush; Sun, Changjie
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Validation of a computational biomechanical mouse brain model for rotational head acceleration
errBIOMECHANICS AND MODELING IN MECHANOBIOLOGY
IF2.7
err2024-04-25
err0
PREAI
errBradfield, Connor; Voo, Liming; Bhaduri, Anindya; Ramesh, K. T.
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errSave
Shock wave prediction in transonic flow fields using domain-informed probabilistic deep learning
errPHYSICS OF FLUIDS
IF4.3
err2024-01-10
err3
PREAI
errMufti, Bilal; Bhaduri, Anindya; Ghosh, Sayan; Wang, Liping; Mavris, Dimitri N.
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errSave
Validation and application of cellular automaton model for microstructure evolution in IN718 during directed energy deposition
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-10-01
err7
errOAAI
errYuan, Lang; Ju, Siyeong; Huang, Shenyan; Spinelli, Ian; Yang, Jiao; Shen, Chen; Mohr, Luke; Hosseinzadeh, Hamed; Bhaduri, Anindya; Brennan, Marissa; Sun, Changjie; Kitt, Alex
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errSave
Accelerated multiscale mechanics modeling in a deep learning framework
errMECHANICS OF MATERIALS
IF4.1
err2023-09-01
err24
errOAAI
errGupta, Ashwini; Bhaduri, Anindya; Graham-Brady, Lori
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errSave
Stress field prediction in fiber-reinforced composite materials using a deep learning approach
errCOMPOSITES PART B-ENGINEERING
IF14.2
err2022-06-01
err90
errOAAI
errBhaduri, Anindya; Gupta, Ashwini; Graham-Brady, Lori
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errSave
An efficient optimization based microstructure reconstruction approach with multiple loss functions
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2021-11-01
err22
errOAAI
errBhaduri, Anindya; Gupta, Ashwini; Olivier, Audrey; Graham-Brady, Lori
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errSave
Probabilistic Modeling of Discrete Structural Response with Application to Composite Plate Penetration Models
errengineering fracture mechanics
IF3.2
err2021-11-01
err13
errOAAI
errBhaduri, Anindya; Meyer, Christopher S.; Gillespie, John W.; Haque, Bazle Z. ''Gama''; Shields, Michael D.; Graham-Brady, Lori
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On the usefulness of gradient information in surrogate modeling: Application to uncertainty propagation in composite material models
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2020-04-01
err24
errOAAI
errBhaduri, Anindya; Brandyberry, David; Shields, Michael D.; Geubelle, Philippe; Graham-Brady, Lori
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errSave
Stochastic collocation approach with adaptive mesh refinement for parametric uncertainty analysis
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2018-10-01
err25
errOAAI
errBhaduri, Anindya; He, Yanyan; Shields, Michael D.; Graham-Brady, Lori; Kirby, Robert M.
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errSave
An efficient adaptive sparse grid collocation method through derivative estimation
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2018-01-01
err31
errOAAI
errBhaduri, Anindya; Graham-Brady, Lori
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
王丽平 cover
王丽平 (Liping Wang)
H-index: 72 · Papers: 447
J
John W. Gillespie
H-index: 70 · Papers: 484
K
K.T. Ramesh
H-index: 70 · Papers: 470
P
Philippe H. Geubelle
H-index: 52 · Papers: 335
M
Michael D. Shields
H-index: 46 · Papers: 272
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