ORIGINAL RESEARCH
Published on 31 May 2022
SimStack: An Intuitive Workflow Framework
doi 10.3389/fmats.2022.877597
- 3,265 views
- 12 citations
- Frontiers in Materials
- Computational Materials Science
- Research Topics
- Virtual Materials Design
Virtual Materials Design
9,605
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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
- 1,481 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
- 2,026 views
- 14 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
- 4,021 views
- 3 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
- 3,006 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
- 4,274 views
- 11 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
- 2,611 views
- 22 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
- 2,672 views
- 10 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
- 2,139 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
- 2,742 views
- 13 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
- 4,053 views
- 10 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
- 6,718 views
- 23 citations
Published in
Frontiers in Materials
- Computational Materials Science
Impact
- 58kTopic views
- 45kArticle views
- 9,605Article downloads