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Somnath Ghosh

johns hopkins university

62H-index
362Paper Count
1.2WCitation Count
Published Papers 131
Publication Date
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Parametrically upscaled model-based predictive platform for fatigue with location-specific microstructural linkages
errNature Communications
IF15.7
err2026-04-23
err0
errOAAI
errSomnath Ghosh; Kishore Appunhi Nair; Tawqeer Nasir Tak; Shravan Kotha; Adam Pilchak; Vasisht Venkatesh; David Furrer
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Integrated experiment and simulation co-design: A key infrastructure for predictive mesoscale materials modeling
errMechanics of Materials
IF4.1
err2025-08-30
err0
PREAI
errShailendra Joshi; Ashley Bucsek; Darren C. Pagan; Samantha Daly; Suraj Ravindran; Jaime Marian; Miguel A. Bessa; Surya R. Kalidindi; Nikhil C. Admal; Celia Reina; Somnath Ghosh; James A. Warren; Jorge Viñals; Ellad B. Tadmor
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Bayesian inference and GPSR-based void nucleation probability model for polycrystalline Al alloys for spall prediction
errInternational Journal of Plasticity
IF12.8
err2025-07-21
err0
PREAI
errS.K. Gargeya Bhamidipati; Todd Hufnagel; Somnath Ghosh
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Machine learning-enabled Parametrically Upscaled Coupled Constitutive Damage Mechanics (PUCCDM) model for multiscale-multiphysics analysis of piezoelectric composites
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-06-26
err0
PREAI
errPreetam Tarafder; Saikat Dan; Somnath Ghosh
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Machine learning-enabled multiscale modeling platform for damage sensing digital twin in piezoelectric composite structures
errSCIENTIFIC REPORTS
IF3.9
err2025-02-24
err0
errOAAI
errGhosh, Somnath; Dan, Saikat; Tarafder, Preetam
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Uncertainty-quantified parametrically upscaled continuum damage mechanics (UQ-PUCDM) model from microstructural characteristics induced uncertainties in unidirectional composites
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-02-01
err0
PREAI
errXiao, Yanrong; Ozturk, Deniz; Ghosh, Somnath
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Machine learning enabled discovery of new L-PBF processing domains for Ti-6Al-4V
errADDITIVE MANUFACTURING
IF11.1
err2025-01-01
err1
PREAI
errMontalbano, T; Nimer, S; Daffron, M; Croom, B; Ghosh, S; Storck, S
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Modeling complex polycrystalline alloys using a Generative Adversarial Network enabled computational platform
errNATURE COMMUNICATIONS
IF15.7
err2024-11-01
err0
errOAAI
errMurgas, Brayan; Stickel, Joshua; Brewer, Luke; Ghosh, Somnath
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Generative adversarial network (GAN) enabled Statistically equivalent virtual microstructures (SEVM) for modeling cold spray formed bimodal polycrystals
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2024-02-07
err3
errOAAI
errMurgas, Brayan; Stickel, Joshua; Ghosh, Somnath
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Statistically equivalent representative volume elements (SERVE) for material behaviour analysis and multiscale modelling
errINTERNATIONAL MATERIALS REVIEWS
IF15.5
err2023-11-01
err10
errOAAI
errGhosh, Somnath; Dimiduk, Dennis; Furrer, David
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Parametrically upscaled crack nucleation model (PUCNM) for fatigue nucleation in titanium alloys containing micro-texture regions (MTR)
errACTA MATERIALIA
IF9.3
err2023-06-01
err7
errOAAI
errShen, Jinlei; Venkatesh, Vasisht; Noraas, Ryan; Ghosh, Somnath
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Machine learning-enabled self-consistent parametrically-upscaled crystal plasticity model for Ni-based superalloys
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2022-12-01
err19
errOAAI
errWeber, George; Pinz, Maxwell; Ghosh, Somnath
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Parametrically-upscaled continuum damage mechanics (PUCDM) model for plain weave woven composites: Part I model development
errCOMPOSITE STRUCTURES
IF7.1
err2022-09-01
err9
PREAI
errXiao, Yanrong; Zhang, Xiaofan; Ghosh, Somnath
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Parametrically-upscaled continuum damage mechanics (PUCDM) model for plain weave woven composites: Part II model validation and parametric studies
errCOMPOSITE STRUCTURES
IF7.1
err2022-09-01
err5
PREAI
errXiao, Yanrong; Zhang, Xiaofan; Ghosh, Somnath
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Comparison of three state-of-the-art crystal plasticity based deformation twinning models for magnesium alloys
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2022-07-01
err14
errOAAI
errCheng, Jiahao; Bong, Hyuk Jong; Qiao, Hua; Hu, Xiaohua; Sun, Xin; Ghosh, Somnath; Wu, Peidong
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A microstructure-based porous crystal plasticity FE model for additively manufactured Ti-6Al-4V alloys
errINTERNATIONAL JOURNAL OF PLASTICITY
IF12.8
err2022-06-01
err16
errOAAI
errPinz, M.; Benzing, J. T.; Pilchak, A.; Ghosh, S.
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Developing parametrically upscaled constitutive and crack nucleation models for the α/β Ti64 alloy
errINTERNATIONAL JOURNAL OF PLASTICITY
IF12.8
err2022-04-01
err19
PREAI
errShen, Jinlei; Kotha, Shravan; Noraas, Ryan; Venkatesh, Vasisht; Ghosh, Somnath
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errSave
Data-driven Bayesian model-based prediction of fatigue crack nucleation in Ni-based superalloys
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2022-03-14
err20
errOAAI
errPinz, Maxwell; Weber, George; Stinville, Jean Charles; Pollock, Tresa; Ghosh, Somnath
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A crystal plasticity model for porous HCP crystals in titanium alloys under multiaxial loading conditions
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2022-03-01
err5
errOAAI
errYang, Qingcheng; Ghosh, Somnath
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A self-consistent homogenization framework for dynamic mechanical behavior of fiber reinforced composites
errMECHANICS OF MATERIALS
IF4.1
err2022-03-01
err4
errOAAI
errPrakash, Chandra; Ghosh, Somnath
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Research Directions

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Co-authors
Cooperation Journals
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Luke P. Lee
H-index: 87 · Papers: 513
S
Surya R. Kalidindi
H-index: 86 · Papers: 472
T
Tresa M. Pollock
H-index: 84 · Papers: 610
M
Michael J. Mills
H-index: 76 · Papers: 560
O
Oliver P. Richmond
H-index: 67 · Papers: 796
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