Slide 8
Slide 8 text
.BUFSJBMT*OGPSNBUJDTݚڀಈ
• ࠃ֎ͷϓϩδΣΫτ
• Materials Genome Initiative ʢถࠃ 2011ʙʣ
• NOMADʢEU 2015ʙʣɹ΄͔εΠεɺதࠃɺؖࠃͳͲ
• MI2Iʢຊࠃ 2015ʙʣ
• CREST ʰֵ৽ࡐྉ։ൃʱྖҬʢ2017ʙʣ
• ͖͕͚͞ ʰใܭଌʱྖҬ ʢ2016ʙʣ
• δϟʔφϧɺࠃࡍձٞ
• NeurIPS Workshop (2017, 2018):
Machine Learning for Molecules and Materials
• npj Computational Materialsʢ2015ʙ, IF = 9.651ʣˡMIͷઐࢽ
• ͦͷଞ
• Kaggle NOMAD ίϯϖʢಁ໌ಋిମͷੑ༧ଌίϯςετ, 2018ʣ
• 800νʔϜҎ্͕ࢀՃɺ༏উऀຊਓ
• N-gramʢࣗવݴޠॲཧ͚ಛྔʣΛ͍ಛྔΛ࡞ͬͯ༏উ
• ࠷ۙԽ߹ͷ࣓ؾ૬ޓ࡞༻ͷ༧ଌίϯϖ
Sutton, C. et al. Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition.
npj Comput. Mater. 5, 111 (2019).