MultilayerPy (v1.0): a Python-based framework for building, running and optimising kinetic multi-layer models of aerosols and films

Mathematics

• Aerosol 100%
• Python 93%
• Multilayer 78%
• Kinetics 60%
• Framework 36%
• Model 21%
• Human Error 15%
• Ozone 13%
• Local Optimization 12%
• Open Source 12%
• Reproducibility 12%
• Use Case 11%
• Building Blocks 10%
• Chemistry 9%
• Optimization Algorithm 9%
• Bayesian inference 9%
• Global Optimization 9%
• Markov Chain Monte Carlo 9%
• Experimental Data 9%
• Iterate 8%
• Gas 8%
• Optimization 6%
• Interaction 6%
• Demonstrate 5%

Earth & Environmental Sciences

• aerosol 44%
• kinetics 39%
• code 12%
• Markov chain 8%
• particle 7%
• documentation 7%
• sampler 7%
• state of the art 6%
• ozone 6%
• acid 5%
• sampling 4%
• gas 4%
• parameter 2%
• method 1%

Engineering & Materials Science

• Aerosols 76%
• Oleic acid 12%
• Particle interactions 11%
• Surface chemistry 10%
• Ozone 10%
• Global optimization 8%
• Markov chains 7%
• Sampling 5%
• Gases 4%