ORIGINAL RESEARCH
Published on 31 May 2022
SimStack: An Intuitive Workflow Framework
doi 10.3389/fmats.2022.877597
- 3,349 views
- 16 citations
- Frontiers in Materials
- Computational Materials Science
- Research Topics
- Virtual Materials Design
Virtual Materials Design
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Articles
ORIGINAL RESEARCH
Published on 31 May 2022
Crossing Scales: Data-Driven Determination of the Micro-scale Behavior of Polymers From Non-homogeneous Tests at the Continuum-Scale
doi 10.3389/fmats.2022.879614
- 1,519 views
- 2 citations
ORIGINAL RESEARCH
Published on 27 Apr 2022
Optimal Data-Generation Strategy for Machine Learning Yield Functions in Anisotropic Plasticity
doi 10.3389/fmats.2022.868248
- 2,074 views
- 15 citations
ORIGINAL RESEARCH
Published on 11 Apr 2022
Simulation Study on Internal Short Circuits in a Li-Ion Battery Depending on the Sizes, Quantities, and Locations of Li Dendrites
doi 10.3389/fmats.2022.850610
- 4,267 views
- 4 citations
ORIGINAL RESEARCH
Published on 21 Mar 2022
Fast All-Electron Hybrid Functionals and Their Application to Rare-Earth Iron Garnets
doi 10.3389/fmats.2022.851458
- 3,051 views
- 2 citations
ORIGINAL RESEARCH
Published on 15 Mar 2022
Automated Virtual Design of Organic Semiconductors Based on Metal-Organic Frameworks
doi 10.3389/fmats.2022.840644
- 4,348 views
- 12 citations
ORIGINAL RESEARCH
Published on 11 Mar 2022
Development of a Robust CNN Model for Capturing Microstructure-Property Linkages and Building Property Closures Supporting Material Design
doi 10.3389/fmats.2022.851085
- 2,673 views
- 26 citations
ORIGINAL RESEARCH
Published on 28 Feb 2022
Training Deep Neural Networks to Reconstruct Nanoporous Structures From FIB Tomography Images Using Synthetic Training Data
doi 10.3389/fmats.2022.837006
- 2,744 views
- 12 citations
ORIGINAL RESEARCH
Published on 22 Feb 2022
The AiiDA-Spirit Plugin for Automated Spin-Dynamics Simulations and Multi-Scale Modeling Based on First-Principles Calculations
doi 10.3389/fmats.2022.825043
- 2,203 views
- 2 citations
ORIGINAL RESEARCH
Published on 14 Feb 2022
Efficient Exploration of Microstructure-Property Spaces via Active Learning
doi 10.3389/fmats.2021.824441
- 2,814 views
- 15 citations
ORIGINAL RESEARCH
Published on 03 Feb 2022
Machine Learning Assisted Design of Experiments for Solid State Electrolyte Lithium Aluminum Titanium Phosphate
doi 10.3389/fmats.2022.821817
- 4,157 views
- 12 citations
ORIGINAL RESEARCH
Published on 02 Feb 2022
Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models
doi 10.3389/fmats.2021.824958
- 6,859 views
- 26 citations
