Ram Devanathan
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View article: Molecular dynamics study of grain boundaries as defect sinks under irradiation in LiAlO2 and LiAl5O8
Molecular dynamics study of grain boundaries as defect sinks under irradiation in LiAlO2 and LiAl5O8 Open
Lithium aluminate ceramics, LiAlO 2 and LiAl 5 O 8 , show promise in nuclear environments due to their excellent radiation tolerance. Molecular dynamics simulations investigate grain boundaries (GB) and their role in defect evolution. Resu…
View article: Thermal conductivity of irradiated tetragonal lithium aluminate
Thermal conductivity of irradiated tetragonal lithium aluminate Open
The effect of 120 keV He++D+-ion irradiation on the thermal conductivity of ceramic tetragonal γ-LiAlO2 is studied with time-domain thermoreflectance (TDTR) at temperatures between 300 and 700 K. The therma…
View article: A review of displacement cascade simulations using molecular dynamics emphasizing interatomic potentials for TPBAR components
A review of displacement cascade simulations using molecular dynamics emphasizing interatomic potentials for TPBAR components Open
This review explores molecular dynamics simulations for studying radiation damage in Tritium Producing Burnable Absorber Rod (TPBAR) materials, emphasizing the role of interatomic potentials in displacement cascades. Recent machine learnin…
View article: Dynamic data-driven multiscale modeling for predicting the degradation of a 316L stainless steel nuclear cladding material
Dynamic data-driven multiscale modeling for predicting the degradation of a 316L stainless steel nuclear cladding material Open
View article: Probabilistic Surrogate Model for Accelerating the Design of Electric Vehicle Battery Enclosures for Crash Performance
Probabilistic Surrogate Model for Accelerating the Design of Electric Vehicle Battery Enclosures for Crash Performance Open
This paper presents a probabilistic surrogate model for the accelerated design of electric vehicle battery enclosures with a focus on crash performance. The study integrates high-throughput finite element simulations and Gaussian Process R…
View article: Monte Carlo Simulations of 347H Stainless Steel Aging for the Synthetic Generation of Microstructures Under Creep Conditions
Monte Carlo Simulations of 347H Stainless Steel Aging for the Synthetic Generation of Microstructures Under Creep Conditions Open
View article: Correction to: A conceptual review on performance and environmental impact of current and ensuing coagulants used in treatment facilities
Correction to: A conceptual review on performance and environmental impact of current and ensuing coagulants used in treatment facilities Open
View article: Correction: Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-Based Battery Enclosures for Crashworthiness
Correction: Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-Based Battery Enclosures for Crashworthiness Open
View article: Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-Based Battery Enclosures for Crashworthiness
Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-Based Battery Enclosures for Crashworthiness Open
View article: Chemical composition based machine learning model to predict defect formation in additive manufacturing
Chemical composition based machine learning model to predict defect formation in additive manufacturing Open
View article: Cluster dynamics simulations of tritium and helium diffusion in lithium ceramics
Cluster dynamics simulations of tritium and helium diffusion in lithium ceramics Open
View article: 2.2 Atomistic (DFT and MD) Subtask Team
2.2 Atomistic (DFT and MD) Subtask Team Open
View article: Classical Molecular Dynamics Simulations of Steel Properties
Classical Molecular Dynamics Simulations of Steel Properties Open
View article: Molecular dynamics simulations of displacement cascades in LiAlO2 and LiAl5O8 ceramics
Molecular dynamics simulations of displacement cascades in LiAlO2 and LiAl5O8 ceramics Open
View article: Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy
Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy Open
View article: Thermal Conductivity of Irradiated Tetragonal Lithium Aluminate
Thermal Conductivity of Irradiated Tetragonal Lithium Aluminate Open
View article: Unsupervised Techniques for Outlier Identification in Alloy Datasets
Unsupervised Techniques for Outlier Identification in Alloy Datasets Open
View article: Creation of the XMAT Database & Leveraging Data Analytics
Creation of the XMAT Database & Leveraging Data Analytics Open
View article: A sensitivity analysis of twinning crystal plasticity finite element model using single crystal and poly crystal Zircaloy
A sensitivity analysis of twinning crystal plasticity finite element model using single crystal and poly crystal Zircaloy Open
View article: Insights into radiation resistance of titanium alloys from displacement cascade simulations
Insights into radiation resistance of titanium alloys from displacement cascade simulations Open
View article: Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-based Battery Enclosures for Crashworthiness
Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-based Battery Enclosures for Crashworthiness Open
Carbon fiber composite can be a potential candidate for replacing metal-based battery enclosures of current electric vehicles (E.V.s) owing to its better strength-to-weight ratio and corrosion resistance. However, the strength of carbon fi…
View article: Molecular Dynamics Simulation of Hygroscopic Aging Effects in Epoxy Polymer
Molecular Dynamics Simulation of Hygroscopic Aging Effects in Epoxy Polymer Open
View article: Rapid discovery of high hardness multi-principal-element alloys using a generative adversarial network model
Rapid discovery of high hardness multi-principal-element alloys using a generative adversarial network model Open
View article: Molecular dynamics simulations of displacement cascades in LiAlO 2 and LiAl 5 O 8 ceramics
Molecular dynamics simulations of displacement cascades in LiAlO 2 and LiAl 5 O 8 ceramics Open
Molecular dynamics was employed to investigate the radiation damage due to collision cascades in LiAlO 2 and LiAl 5 O 8 , the latter being a secondary phase formed in the former during irradiation. Atomic displacement cascades were simulat…
View article: Molecular dynamics study of primary damage in the near-surface region in nickel
Molecular dynamics study of primary damage in the near-surface region in nickel Open
View article: Advanced Material Studies for High Intensity Proton Production Targets and Windows
Advanced Material Studies for High Intensity Proton Production Targets and Windows Open
The titanium alloy Ti6Al4V is widely used in accelerator facilities as beam windows, which are exposed to high cycle compressive stress waves from intense pulsed proton beams. Such materials interacting with the beam are subject to various…
View article: Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy
Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy Open
Austenitic 347H stainless steel offers superior mechanical properties and corrosion resistance required for extreme operating conditions such as high temperature. The change in microstructure due to composition and process variations is ex…
View article: Machine learning predictive modeling of creep rupture time in high temperature alloys
Machine learning predictive modeling of creep rupture time in high temperature alloys Open
10th International Conference on Multiscale Materials Modeling, Baltimore, MD, September 30-October 5, 2022
View article: Data Archive and Portal (DAP) Platform for Solid Phase Processing Technologies
Data Archive and Portal (DAP) Platform for Solid Phase Processing Technologies Open
The scale and speed of data generated by modern scientific experiments have constantly challenged the research community to store, curate, manage and optimally use it to drive scientific discoveries. In this work, we have developed a data …
View article: Molecular dynamics simulations of radiation response of LiAlO2 and LiAl5O8
Molecular dynamics simulations of radiation response of LiAlO2 and LiAl5O8 Open