Alexander V. Shapeev

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 6

Top Topics

Active Learning Strategies

Thermal Conductivity

Top Venues

Multiscale Model. Simul.

SIAM J. Numer. Anal.

Mach. Learn. Sci. Technol.

Comput. Phys. Commun.

Publications

Bohayra Mortazavi, Evgeny V. Podryabinkin, Ivan S. Novikov, Timon Rabczuk, Xiaoying Zhuang, Alexander V. Shapeev
Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution. Comput. Phys. Commun. 258 (2021)
Ivan S. Novikov, Konstantin Gubaev, Evgeny V. Podryabinkin, Alexander V. Shapeev
The MLIP package: moment tensor potentials with MPI and active learning. Mach. Learn. Sci. Technol. 2 (2) (2021)
Alexander V. Shapeev, Mitchell Luskin
Approximation of Crystalline Defects at Finite Temperature. Multiscale Model. Simul. 15 (4) (2017)
Xingjie Helen Li, Christoph Ortner, Alexander V. Shapeev, Brian Van Koten
Analysis of blended atomistic/continuum hybrid methods. Numerische Mathematik 134 (2) (2016)
Alexander V. Shapeev
Moment Tensor Potentials: A Class of Systematically Improvable Interatomic Potentials. Multiscale Model. Simul. 14 (3) (2016)
Assyr Abdulle, Orane Jecker, Alexander V. Shapeev
An Optimization Based Coupling Method for Multiscale Problems. Multiscale Model. Simul. 14 (4) (2016)
Christoph Ortner, Alexander V. Shapeev, Lei Zhang
(In-)stability and Stabilization of QNL-Type Atomistic-to-Continuum Coupling Methods. Multiscale Model. Simul. 12 (3) (2014)
Derek Olson, Pavel B. Bochev, Mitchell Luskin, Alexander V. Shapeev
An Optimization-based Atomistic-to-Continuum Coupling Method. SIAM J. Numer. Anal. 52 (4) (2014)
Christoph Ortner, Alexander V. Shapeev
Analysis of an energy-based atomistic/continuum approximation of a vacancy in the 2D triangular lattice. Math. Comput. 82 (284) (2013)
Assyr Abdulle, Ping Lin, Alexander V. Shapeev
Error Analysis of a QC Method for Complex Lattices. SIAM J. Numer. Anal. 51 (4) (2013)
Derek Olson, Pavel B. Bochev, Mitchell Luskin, Alexander V. Shapeev
Development of an Optimization-Based Atomistic-to-Continuum Coupling Method. LSSC (2013)
Assyr Abdulle, Ping Lin, Alexander V. Shapeev
Numerical Methods for Multilattices. Multiscale Model. Simul. 10 (3) (2012)
Alexander V. Shapeev
Consistent Energy-Based Atomistic/Continuum Coupling for Two-Body Potentials in Three Dimensions. SIAM J. Sci. Comput. 34 (3) (2012)
Matthew Dobson, Christoph Ortner, Alexander V. Shapeev
The Spectrum of the Force-Based Quasicontinuum Operator for a Homogeneous Periodic Chain. Multiscale Model. Simul. 10 (3) (2012)
Alexander V. Shapeev
Consistent Energy-Based Atomistic/Continuum Coupling for Two-Body Potentials in One and Two Dimensions. Multiscale Model. Simul. 9 (3) (2011)
Alexander V. Shapeev, Ping Lin
An Asymptotic Fitting Finite Element Method with Exponential Mesh Refinement for Accurate Computation of Corner Eddies in Viscous Flows. SIAM J. Sci. Comput. 31 (3) (2009)