新Materials Project网站批量筛选材料基本教程

目前Materials Project已经启用新的网站(新的Materials Project网站),并且采用新的api_key进行访问它们的数据库。

以下是新旧API的对比:

新的api_key需要安装mp-api:
pip install mp-api#https://matsci.org/t/new-mp-api-fails-in-jupyter/42967/4

1. 通过Materials Project IDs搜索材料

from mp_api.client import MPRester
with MPRester("your_api_key_here") as mpr: docs = mpr.summary.search(material_ids=["mp-149", "mp-13", "mp-22526"])
example_doc = docs[0]
mpid = example_doc.material_idformula = example_doc.formula_pretty
print(mpid)print(formula)
mp-149Si

2. 限定特定元素和特定带隙搜索材料

from mp_api.client import MPRester
with MPRester("your_api_key_here") as mpr: docs = mpr.summary.search(elements=["Si", "O"], band_gap=(0.5, 1.0), fields=["material_id", "band_gap", "volume", "formula_pretty"])
example_doc = docs[0]
mpid = example_doc.material_id # a Materials Project IDformula = example_doc.formula_pretty # a formulavolume = example_doc.volume # a volume
#example_doc.fields_not_requested # list of unrequested fields
print(mpid, formula, volume)
mp-1293053 MgMnSiO5 335.4257708908094

3. 搜索稳定且带隙大于一定值的材料

from mp_api.client import MPRester
with MPRester("your_api_key_here") as mpr:
## -- Alternative directly using energy above hull: docs = mpr.summary.search(band_gap=(3,None), energy_above_hull=(0,0), fields=["material_id"]) stable_mpids = [doc.material_id for doc in docs]
print(stable_mpids[0])
mp-1195170

参考资料:

https://docs.materialsproject.org/downloading-data/using-the-api/querying-data

https://docs.materialsproject.org/downloading-data/using-the-api/examples

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