Ram Devanathan

Pacific Northwest National Laboratory — United States

Materials Science · Physical Sciences

41h-index6.7kcitations261works4.02yr avg
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Research Topics

Nuclear materials and radiation effects(86), Nuclear Materials and Properties(59), Ion-surface interactions and analysis(31), Geological and Geochemical Analysis(24), Glass properties and applications(22)

Publications261 total

Autonomous alloy composition optimization using molecular dynamics guided by a large language model
Scripta Materialia·2025· 2 cited
Effect of Mg and Ni impurities on tritium diffusion in lithium ceramics through cluster dynamics simulations
Journal of Nuclear Materials·2025· 2 cited
Molecular dynamics study of grain boundaries as defect sinks under irradiation in LiAlO2 and LiAl5O8
npj Materials Degradation·2025· 6 citedOpen Access
Thermal conductivity of irradiated tetragonal lithium aluminate
Journal of Nuclear Materials·2025· 2 citedOpen Access
A review of displacement cascade simulations using molecular dynamics emphasizing interatomic potentials for TPBAR components
npj Materials Degradation·2025· 9 citedOpen Access
Dynamic data-driven multiscale modeling for predicting the degradation of a 316L stainless steel nuclear cladding material
Journal of Nuclear Materials·2024· 2 citedOpen Access
Probabilistic Surrogate Model for Accelerating the Design of Electric Vehicle Battery Enclosures for Crash Performance
arXiv (Cornell University)·2024Open Access
Monte Carlo Simulations of 347H Stainless Steel Aging for the Synthetic Generation of Microstructures Under Creep Conditions
Metallurgical and Materials Transactions A·2024· 1 citedOpen Access
Correction: Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-Based Battery Enclosures for Crashworthiness
Applied Composite Materials·2024Open Access
Correction to: A conceptual review on performance and environmental impact of current and ensuing coagulants used in treatment facilities
International Journal of Environmental Science and Technology·2024Open Access
A conceptual review on performance and environmental impact of current and ensuing coagulants used in treatment facilities
International Journal of Environmental Science and Technology·2024· 4 cited
Correction: Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-Based Battery Enclosures for Crashworthiness
Applied Composite Materials·2024Open Access
Finite Element Analysis and Machine Learning Guided Design of Carbon Fiber Organosheet-Based Battery Enclosures for Crashworthiness
Applied Composite Materials·2024· 11 citedOpen Access
Machine learning guided prediction of the yield strength and hardness of multi-principal element alloys
Materials Open Research·2024· 4 cited
Chemical composition based machine learning model to predict defect formation in additive manufacturing
Materialia·2024· 9 citedOpen Access
Cluster dynamics simulations of tritium and helium diffusion in lithium ceramics
Journal of Nuclear Materials·2024· 7 citedOpen Access
Molecular dynamics simulations of displacement cascades in LiAlO2 and LiAl5O8 ceramics
Scientific Reports·2024· 9 citedOpen Access
Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy
Integrating materials and manufacturing innovation·2024· 11 citedOpen Access
Wastewater Treatment Using Nature-Based Technique, a Drive Toward Circular Economy
Lecture notes in civil engineering·2024
Thermal Conductivity of Irradiated Tetragonal Lithium Aluminate
SSRN Electronic Journal·2024Open Access
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Frequent Co-authors

William J. Weber(25), Fei Gao(7), Michel Dupuis(7), L. René Corrales(5), Arun Venkatnathan(4), M. F. N. Taufique(4), Yongsoon Shin(3), D. Gotthold(3), Julian D. Gale(3), Jianguo Yu(3), Ankit Roy(3), D. D. Johnson(3), Ganesh Balasubramanian(3), Alain Chartier(3), T. Dı́az de la Rubia(2), Dylan Chase-Woods(2), S. Thevuthasan(2), Maik Lang(2), M. Toulemonde(2), Hrishabh Khakurel(2)