Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials
出版年份 2020 全文链接
标题
Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials
作者
关键词
-
出版物
Scientific Reports
Volume 10, Issue 1, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-08-06
DOI
10.1038/s41598-020-70149-0
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Impact of Void Structure on Initiation Sensitivity
- (2020) Christopher D. Molek et al. PROPELLANTS EXPLOSIVES PYROTECHNICS
- Structure–property linkage in shocked multi-material flows using a level-set-based Eulerian image-to-computation framework
- (2020) S. Roy et al. SHOCK WAVES
- Void collapse generated meso-scale energy localization in shocked energetic materials: Non-dimensional parameters, regimes, and criticality of hotspots
- (2019) N. K. Rai et al. PHYSICS OF FLUIDS
- Study on Burning and Thermal Decomposition Properties of HTPB Propellant Containing Synthesized Micro-nano Ferric Perfluorooctanoate
- (2019) Fei Zhen et al. PROPELLANTS EXPLOSIVES PYROTECHNICS
- MWNTs Coated with CuO Particles: A Novel Nano-catalyst for Solid Propellants
- (2019) Sherif Elbasuney et al. Journal of Inorganic and Organometallic Polymers and Materials
- Progress in Additive Manufacturing of Energetic Materials: Creating the Reactive Microstructures with High Potential of Applications
- (2019) Nikita V. Muravyev et al. PROPELLANTS EXPLOSIVES PYROTECHNICS
- Effects of parametric uncertainty on multi-scale model predictions of shock response of a pressed energetic material
- (2019) Sangyup Lee et al. JOURNAL OF APPLIED PHYSICS
- On the combustion of heterogeneous AP/HTPB composite propellants: A review
- (2019) Claresta Dennis et al. FUEL
- Prediction of Probabilistic Detonation Threshold via Millimeter‐Scale Microstructure‐Explicit and Void‐Explicit Simulations
- (2019) Christopher Miller et al. PROPELLANTS EXPLOSIVES PYROTECHNICS
- Relating microstructure, temperature, and chemistry to explosive ignition and shock sensitivity
- (2018) W. Lee Perry et al. COMBUSTION AND FLAME
- Aluminized composite propellant combustion modeling with Heterogeneous Quasi-One dimensional (HeQu1-D) approach
- (2018) S. Varunkumar et al. COMBUSTION AND FLAME
- Improving direct physical properties prediction of heterogeneous materials from imaging data via convolutional neural network and a morphology-aware generative model
- (2018) Ruijin Cang et al. COMPUTATIONAL MATERIALS SCIENCE
- Additive Manufacturing of Solid Rocket Propellant Grains
- (2018) R. Arun Chandru et al. JOURNAL OF PROPULSION AND POWER
- Additive manufacturing of ammonium perchlorate composite propellant with high solids loadings
- (2018) M.S. McClain et al. PROCEEDINGS OF THE COMBUSTION INSTITUTE
- Modeling The Effects of Shock Pressure and Pore Morphology on Hot Spot Mechanisms in HMX
- (2018) H. Keo Springer et al. PROPELLANTS EXPLOSIVES PYROTECHNICS
- Generation of statistically representative synthetic three-dimensional microstructures
- (2018) Sudipto Mandal et al. SCRIPTA MATERIALIA
- Numerical study of multiscale compaction-initiated detonation
- (2018) J. R. Gambino et al. SHOCK WAVES
- Stochastic Reconstruction of an Oolitic Limestone by Generative Adversarial Networks
- (2018) Lukas Mosser et al. TRANSPORT IN POROUS MEDIA
- Understanding the shock and detonation response of high explosives at the continuum and meso scales
- (2018) C. A. Handley et al. Applied Physics Reviews
- Three-dimensional simulations of void collapse in energetic materials
- (2018) Nirmal Kumar Rai et al. Physical Review Fluids
- Multi-scale shock-to-detonation simulation of pressed energetic material: A meso-informed ignition and growth model
- (2018) O. Sen et al. JOURNAL OF APPLIED PHYSICS
- Microstructural Materials Design via Deep Adversarial Learning Methodology
- (2018) Zijiang Yang et al. JOURNAL OF MECHANICAL DESIGN
- A Transfer Learning Approach for Microstructure Reconstruction and Structure-property Predictions
- (2018) Xiaolin Li et al. Scientific Reports
- Modelling of thermal expansion of single- and two-phase ceramic polycrystals utilising synthetic 3D microstructures
- (2018) Grzegorz Grabowski COMPUTATIONAL MATERIALS SCIENCE
- Modelling of deformation and fracture for a model quasi-brittle material with controlled porosity: Synthetic versus real microstructure
- (2018) B. Šavija et al. ENGINEERING FRACTURE MECHANICS
- Modeling mesoscale energy localization in shocked HMX, part I: machine-learned surrogate models for the effects of loading and void sizes
- (2018) A. Nassar et al. SHOCK WAVES
- Collapse of elongated voids in porous energetic materials: Effects of void orientation and aspect ratio on initiation
- (2017) Nirmal Kumar Rai et al. Physical Review Fluids
- High-resolution simulations of cylindrical void collapse in energetic materials: Effect of primary and secondary collapse on initiation thresholds
- (2017) Nirmal Kumar Rai et al. Physical Review Fluids
- Computational prediction of probabilistic ignition threshold of pressed granular octahydro-1,3,5,7-tetranitro-1,2,3,5-tetrazocine (HMX) under shock loading
- (2016) Seokpum Kim et al. JOURNAL OF APPLIED PHYSICS
- Systematic and objective identification of the microstructure around damage directly from images
- (2016) T.W.J. de Geus et al. SCRIPTA MATERIALIA
- Mesoscale simulation of reactive pressed energetic materials under shock loading
- (2015) Nirmal K. Rai et al. JOURNAL OF APPLIED PHYSICS
- Direct numerical simulation of shear localization and decomposition reactions in shock-loaded HMX crystal
- (2015) Ryan A. Austin et al. JOURNAL OF APPLIED PHYSICS
- Deep learning
- (2015) Yann LeCun et al. NATURE
- The Effect of Pore Morphology on Hot Spot Temperature
- (2014) George Arthur Levesque et al. PROPELLANTS EXPLOSIVES PYROTECHNICS
- An efficient variable screening method for effective surrogate models for reliability-based design optimization
- (2014) Hyunkyoo Cho et al. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
- Micromechanical modelling of ceramic based composites with statistically representative synthetic microstructures
- (2013) P. Alveen et al. COMPUTATIONAL MATERIALS SCIENCE
- Energy localization in HMX-Estane polymer-bonded explosives during impact loading
- (2012) A. Barua et al. JOURNAL OF APPLIED PHYSICS
- Reconstruction of periodic unit cells of multimodal random particulate composites using genetic algorithms
- (2007) Natarajan Chennimalai Kumar et al. COMPUTATIONAL MATERIALS SCIENCE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now