Concepedia

Siamak Attarian

SA

6

Publications

292

Citations

6

H-Index

2019

Active since

Affiliations

University of Iowa(Current)

University of Wisconsin–Madison

Siamak Attarian is an author at University of Iowa specializing in engineering, materials science, and mechanics of materials.

Top concepts

EngineeringMaterial ScienceApplied PhysicsMachine LearningNatural SciencesMolecular DynamicsMultiscale ModelingMechanics Of MaterialsPhysicsRheology

Publications per year

2019–2025

6

Publications

6

A practical guide to machine learning interatomic potentials – Status and future

Ryan Jacobs, Dane Morgan, Siamak Attarian et al. · Current Opinion in Solid State and Materials Science · 2025 · 105 citations · Full text

Engineering, Machine Learning, Data Science +5

Amorphous shear bands in crystalline materials as drivers of plasticity

Xuanxin Hu, Nuohao Liu, Vrishank Jambur et al. · Nature Materials · 2023 · 79 citations · Full text

Materials Science, Engineering, Severe Plastic Deformation +9

A machine-learning-enhanced hierarchical multiscale method for bridging from molecular dynamics to continua

Shaoping Xiao, Renjie Hu, Zhen Li et al. · Neural Computing and Applications · 2019 · 40 citations

Engineering, Natural Sciences, Computational Biology +9

Thermophysical properties of FLiBe using moment tensor potentials

Siamak Attarian, Dane Morgan, Izabela Szlufarska · Journal of Molecular Liquids · 2022 · 31 citations · Full text

Moment Tensor Potentials, Thermodynamic Modelling, Physics +4

Investigating the strength of Ti/TiB interfaces at multiple scales using density functional theory, molecular dynamics, and cohesive zone modeling

Siamak Attarian, Shaoping Xiao · Ceramics International · 2022 · 21 citations

Materials Science, Interface Property, Interface Structure +10

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