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Active Learning of Interatomic Potentials
Active Learning of Interatomic Potentials

Generating A Moment Tensor Potential for HfO2 Using Active Learning | QuantumATK V-2023.09 Documentation
Generating A Moment Tensor Potential for HfO2 Using Active Learning | QuantumATK V-2023.09 Documentation

Schematic representation of the moment tensor potential (MTP) and the... | Download Scientific Diagram
Schematic representation of the moment tensor potential (MTP) and the... | Download Scientific Diagram

a) Moment tensor potential development workflow. (b-c) Parity plots of... | Download Scientific Diagram
a) Moment tensor potential development workflow. (b-c) Parity plots of... | Download Scientific Diagram

PDF] Moment Tensor Potentials: A Class of Systematically Improvable Interatomic Potentials | Semantic Scholar
PDF] Moment Tensor Potentials: A Class of Systematically Improvable Interatomic Potentials | Semantic Scholar

Performance of two complementary machine-learned potentials in modelling chemically complex systems | npj Computational Materials
Performance of two complementary machine-learned potentials in modelling chemically complex systems | npj Computational Materials

Moment tensor potentials as a promising tool to study diffusion processes - ScienceDirect
Moment tensor potentials as a promising tool to study diffusion processes - ScienceDirect

Schematic representation of the moment tensor potential (MTP) and the... | Download Scientific Diagram
Schematic representation of the moment tensor potential (MTP) and the... | Download Scientific Diagram

Journal Club for November 2021: Machine Learning Potential for Atomistic Simulation | iMechanica
Journal Club for November 2021: Machine Learning Potential for Atomistic Simulation | iMechanica

Moment tensor potentials as a promising tool to study diffusion processes
Moment tensor potentials as a promising tool to study diffusion processes

Machine-learning interatomic-potential development and evaluation. a... | Download Scientific Diagram
Machine-learning interatomic-potential development and evaluation. a... | Download Scientific Diagram

GitHub - hlyang1992/pymtp: Python wrapper to moment tensor potential
GitHub - hlyang1992/pymtp: Python wrapper to moment tensor potential

Computation scheme of the moment tensor model (MTM). | Download Scientific Diagram
Computation scheme of the moment tensor model (MTM). | Download Scientific Diagram

Generating A Moment Tensor Potential for HfO2 Using Active Learning | QuantumATK V-2023.09 Documentation
Generating A Moment Tensor Potential for HfO2 Using Active Learning | QuantumATK V-2023.09 Documentation

Development of a machine-learning interatomic potential for uranium under the moment tensor potential framework - ScienceDirect
Development of a machine-learning interatomic potential for uranium under the moment tensor potential framework - ScienceDirect

Machine-learning interatomic potential for radiation damage effects in bcc-iron - ScienceDirect
Machine-learning interatomic potential for radiation damage effects in bcc-iron - ScienceDirect

Moment tensor potentials as a promising tool to study diffusion processes - ScienceDirect
Moment tensor potentials as a promising tool to study diffusion processes - ScienceDirect

Moment tensor potentials as a promising tool to study diffusion processes - ScienceDirect
Moment tensor potentials as a promising tool to study diffusion processes - ScienceDirect

Generating A Moment Tensor Potential for HfO2 Using Active Learning | QuantumATK V-2023.09 Documentation
Generating A Moment Tensor Potential for HfO2 Using Active Learning | QuantumATK V-2023.09 Documentation

Development of a machine-learning interatomic potential for uranium under the moment tensor potential framework - ScienceDirect
Development of a machine-learning interatomic potential for uranium under the moment tensor potential framework - ScienceDirect

A universal graph deep learning interatomic potential for the periodic table | Nature Computational Science
A universal graph deep learning interatomic potential for the periodic table | Nature Computational Science

Moment tensor potentials as a promising tool to study diffusion processes
Moment tensor potentials as a promising tool to study diffusion processes

Validation of moment tensor potentials for fcc and bcc metals using EXAFS spectra - ScienceDirect
Validation of moment tensor potentials for fcc and bcc metals using EXAFS spectra - ScienceDirect

Generating A Moment Tensor Potential for HfO2 Using Active Learning | QuantumATK V-2023.09 Documentation
Generating A Moment Tensor Potential for HfO2 Using Active Learning | QuantumATK V-2023.09 Documentation

Machine Learning Potentials Including Magnetism | Max-Planck-Institut für Eisenforschung GmbH
Machine Learning Potentials Including Magnetism | Max-Planck-Institut für Eisenforschung GmbH

A Set of Moment Tensor Potentials for Zirconium with Increasing Complexity | Journal of Chemical Theory and Computation
A Set of Moment Tensor Potentials for Zirconium with Increasing Complexity | Journal of Chemical Theory and Computation

The algorithm of training moment tensor potential (MTP) using ab-initio... | Download Scientific Diagram
The algorithm of training moment tensor potential (MTP) using ab-initio... | Download Scientific Diagram

Frontiers | How to Assess the Moment Tensor Inversion Resolution for Mining Induced Seismicity: A Case Study for the Rudna Mine, Poland
Frontiers | How to Assess the Moment Tensor Inversion Resolution for Mining Induced Seismicity: A Case Study for the Rudna Mine, Poland

Ivan Novikov - The MLIP package: Moment tensor potentials with active learning - YouTube
Ivan Novikov - The MLIP package: Moment tensor potentials with active learning - YouTube