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feat: add again data/tabular/bicerano_dataset/meta.yaml
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MicPie committed Feb 8, 2024
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---
name: bicerano_dataset
description: |-
This paper outlines a MD simulation workflow based on GPU MD simulation and the
refined optimized potentials for liquid simulation (OPLS) OPLS3e force field to
calculate glass transition temperatures (Tgs) of 315 polymers for which Bicerano
reported experimental values.
targets:
- id: Tg_exp
description: experimental glass transition temperature
units: K
type: float
names:
- noun: experimental glass transition temperature
uris:
- id: Tg_calc
description: calculated glass transition T
units: K
type: float
names:
- noun: computed glass transition temperature
- id: rho_300K_calc
description: computed density at 300K
units: g/cm^3
type: float
names:
- noun: computed polymer density at 300K
identifiers:
- id: PSMILES
type: PSMILES
description: PSMILES
- id: compound_name
type: Other
names:
- noun: compound name
description: polymer name
license: CC BY 4.0
links:
- url: https://pubs.acs.org/doi/10.1021/acsapm.0c00524#
description: corresponding publication
- url:
- https://raw.githubusercontent.com/AdrianM0/chemnlp/main/data/tabular/bicerano_dataset/HT_MD_polymer_properties.csv
description: data source
num_points: 315
bibtex:
- |-
@article{afzal2021,
author = {Afzal, Mohammad Atif Faiz and Browning, Andrea R. and Goldberg, Alexander and Halls, Mathew D. and Gavartin, Jacob L. and Morisato,
Tsuguo and Hughes, Thomas F. and Giesen, David J. and Goose, Joseph E.},
title = {High-Throughput Molecular Dynamics Simulations and Validation of Thermophysical Properties of Polymers for Various Applications},
journal = {ACS Applied Polymer Materials},
volume = {3},
number = {2},
pages = {620-630},
year = {2021},
doi = {10.1021/acsapm.0c00524}}
templates:
- The polymer with the {PSMILES__description} of {PSMILES#} has an experimental glass transition temperature of {Tg_exp#} K.
- The polymer with the {PSMILES__description} of {PSMILES#} has a computed glass transition temperature of {Tg_calc#} K.
- The polymer with the {PSMILES__description} of {PSMILES#} has a computed density at 300 K of {rho_300K_calc#} g/cc.
- The polymer with the {compound_name__names__noun} of {compound_name#} has an experimental glass transition temperature of {Tg_exp#} K.
- The polymer with the {compound_name__names__noun} of {compound_name#} has a computed glass transition temperature of {Tg_calc#} K.
- The polymer with the {compound_name__names__noun} of {compound_name#} has a computed density at 300 K of {rho_300K_calc#} g/cc.
- |-
Question: What is a polymer with a computed glass transition temperature of {Tg_calc#} K and a computed density at 300 K of {rho_300K_calc#} g/cc.
Answer: A polymer with {PSMILES__description} {PSMILES#}

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