DOI: 10.1016/j.joule.2017.10.006. Design Principles and Top Non-Fullerene Acceptor Candidates for Organic Photovoltaics

Design Principles and Top Non-Fullerene Acceptor Candidates for Organic Photovoltaics

10.1016/j.joule.2017.10.006

Crossref journal-article

Elsevier BV

Joule (78)

Bibliography

Lopez, S. A., Sanchez-Lengeling, B., de Goes Soares, J., & Aspuru-Guzik, A. (2017). Design Principles and Top Non-Fullerene Acceptor Candidates for Organic Photovoltaics. Joule, 1(4), 857â870.

Authors 4

Steven A. Lopez (first)
Benjamin Sanchez-Lengeling (additional)
Julio de Goes Soares (additional)
Alán Aspuru-Guzik (additional)

References 76 Referenced 185

U.S. Energy Information Administration. (2016). International Energy Outlook. pp. 1–276. https://www.eia.gov/outlooks/ieo/pdf/0484(2016).pdf.
10.1002/adma.201302031 / Adv. Mater. / 25th anniversary article: rise to power − OPV-based solar parks by Krebs (2014)
10.1021/ja809598r / J. Am. Chem. Soc. / Organometal halide perovskites as visible-light sensitizers for photovoltaic cells by Kojima (2009)
10.1126/science.1228604 / Science / Efficient hybridge solar cells based on meso-superstructured organometal halide perovskites by Lee (2012)
10.1021/acs.chemrev.5b00715 / Chem. Rev. / Organic-inorganic perovskites: structural versatility for functional materials design by Saparov (2016)
10.1038/nphoton.2016.62 / Nat. Photon. / Perovskite photonic sources by Sutherland (2016)
10.1038/nmat4795 / Nat. Mater. / Graded bandgap perovskite solar cells by Ergen (2016)
10.1039/C4CS00227J / Chem. Soc. Rev. / The future of organic photovoltaics by Mazzio (2015)
10.1021/acs.chemrev.5b00098 / Chem. Rev. / Recent advances in bulk heterojunction polymer solar cells by Lu (2015)
10.1021/jacs.7b02677 / J. Am. Chem. Soc. / Molecular optimization enables over 13% efficiency in organic solar cells by Zhao (2017)
{'key': '10.1016/j.joule.2017.10.006_bib11', 'first-page': '7148', 'article-title': 'Recent advances in organic ternary solar cells', 'volume': '139', 'author': 'Huang', 'year': '2017', 'journal-title': 'J.\xa0Mater. Chem. A'} / J. Mater. Chem. A / Recent advances in organic ternary solar cells by Huang (2017)
10.1557/mrs2008.138 / MRS Bull. / Solution-processed organic solar cells by Brabec (2008)
10.1039/B913168J / J. Mater. Chem. / Advanced materials and processes for polymer solar cell devices by Helgesen (2010)
10.1016/j.solmat.2008.10.004 / Sol. Energ. Mat. Sol. Cells / Fabrication and processing of polymer solar cells: a review of printing and coating techniques by Krebs (2009)
10.1021/nl048120i / J. Nano Lett. / Nanoscale morphology of high-performance polymer solar cells by Yang (2005)
10.1002/adfm.200600624 / Adv. Funct. Mater. / Solvent-annealing effect in polymer solar cells based on poly(3-hexylthiophene) and methanofullerenes by Li (2007)
10.1038/nmat1928 / Nat. Mater. / Efficiency enhancement in low-bandgap polymer solar cells by processing with alkane diols by Peet (2007)
10.1002/adma.201003690 / Adv. Mater. / Structural order in bulk heterojunction films prepared with solvent additives by Rogers (2011)
10.1016/j.progpolymsci.2017.03.003 / Prog. Polym. Sci. / Recent advances in high performance donor-acceptor polymers for organic photovoltaics by Holliday (2017)
10.1021/jo00108a012 / J. Org. Chem. / Preparation and characterization of fulleroid and methanofullerene derivatives by Hummelen (1995)
10.1002/anie.201102326 / Angew. Chem. Int. Ed. / Small molecule organic semiconductors on the move: promises for future solar energy technology by Mishra (2012)
10.1039/C0CP01178A / Phys. Chem. Chem. Phys. / Fullerene derivative acceptors for high performance polymer solar cells by He (2011)
10.1021/jp208520v / J. Phys. Chem. A / Photophysical and electronic properties of five PCBM-like C60 derivatives: spectral and quantum chemical view by Wang (2012)
10.1021/acs.accounts.5b00199 / Acc. Chem. Res. / Non-fullerene electron acceptors for use in organic solar cells by Nielsen (2015)
10.1002/adma.200601705 / Adv. Mater. / Air-stable n-channel organic semiconductors based on perylene diimide derivatives without strong electron withdrawing groups by Ling (2007)
10.1021/acs.chemmater.6b03292 / Chem. Mater. / synthesis, self-assembly, and solar cell performance of n-annulated perylene diimide non-fullerene acceptors by Hendsbee (2016)
10.1039/C5TA04310G / J. Mater. Chem. A / Key components to the recent performance increases of solution processed non-fullerene small molecule acceptors by McAfee (2015)
10.1039/C5TC00865D / J. Mater. Chem. C / A perylene diimide (PDI)-based small molecule with tetrahedral configuration as a non-fullerene acceptor for organic solar cells by Chen (2015)
10.1002/anie.201210085 / Angew. Chem. Int. Ed. / Tetraazabenzodifluoranthene diimides: building blocks for solution-processable n-type organic semiconductors by Li (2013)
10.1021/acs.accounts.5b00334 / Acc. Chem. Res. / Diketopyrrolopyrrole polymers for organic solar cells by Li (2016)
10.1039/c1cp20313d / Phys. Chem. Chem. Phys. / Diketopyrrolopyrrole-based acceptor polymers for photovoltaic applications by Falzon (2011)
10.1021/cm070144d / Chem. Mater. / N-type conjugated materials based on 2-vinyl-4,5-dicyanoimidazoles and their use in solar cells by Shin (2007)
10.1021/ma0706273 / Macromolecules / Effect of annealing on the characteristics of organic solar cells: polymer blends with 2-vinyl-4,5-dicyanoimidazole derivative by Kietzke (2007)
10.1039/b813786m / J. Mater. Chem. / Solution processable bulk-heterojunction solar cells using a small molecule acceptor by Ooi (2008)
10.1063/1.3077007 / J. Chem. Phys. / Heterojunction topology vs. fill factor correlations in novel hybrid small-molecular/polymeric solar cells by Schubert (2009)
10.1021/jo802720m / J. Org. Chem. / Electron-accepting conjugated materials based on 2-vinyl-4,5-dicyanoimidazoles for application in organic electronics by Shin (2009)
10.1039/C6EE03654F / Energy Environ. Sci. / Trends in the electronic and geometric structure of non-fullerene based acceptors for organic solar cells by Kuzmich (2017)
10.1039/C4MH00042K / Mater. Horiz. / Non-fullerene acceptors for organic photovoltaics by Lin (2014)
World Community Grid. http://www.worldcommunitygrid.org/.
10.1039/C3EE42756K / Energy Environ. Sci. / Lead candidates for high-performance organic photovoltaics from high-throughput quantum chemistry – the harvard clean energy project by Hachmann (2014)
10.1021/jz200866s / J. Phys. Chem. Lett. / The Harvard Clean Energy Project: large-scale computational screening and design of organic photovoltaics on the world community grid by Hachmann (2011)
10.1039/c1ee02056k / Energy Environ. Sci. / Accelerated computational discovery of high-performance materials for organic photovoltaics by means of cheminformatics by Olivares–Amaya (2011)
10.1021/jz400215j / J. Phys. Chem. Lett. / Efficient computational screening of organic polymer photovoltaics by Kanal (2014)
10.1002/adfm.201402332 / Adv. Funct. Mater. / Effects of delocalized charge carriers in organic solar cells: predicting nanoscale device performance from morphology by Gagorik (2015)
10.1021/ci00057a005 / J. Chem. Inf. Comput. Sci. / SMILES, a chemical language and information system. 1. Introduction to methodology and encoding rules by Weininger (1988)
Landrum, G. RDKit: Open-source cheminformatics. http://www.rdkit.org.
10.1002/(SICI)1096-987X(199604)17:5/6<490::AID-JCC1>3.0.CO;2-P / J. Comput. Chem. / Merck molecular force field. I. Basis, form, scope, parameterization, and performance of MMFF94 by Halgren (1996)
10.1186/1758-2946-3-33 / J. Cheminform. / Open Babel: an open chemical toolbox by O’Boyle (2011)
10.1103/PhysRevB.33.8822 / Phys. Rev. B / Density-functional approximation for the correlation energy of the inhomogeneous electron gas by Perdew (1986)
10.1103/PhysRevA.38.3098 / Phys. Rev. A / Density-functional exchange energy approximation with correct asymptotic behavior by Becke (1988)
10.1039/b508541a / Phys. Chem. Chem. Phys. / Balanced basis sets of split valence, triple zeta valence and quadruple zeta valence quality for H to Rn: design and assessment of accuracy by Weigend (2005)
10.1142/S0129065704001899 / Int. J. Neural Syst. / Gaussian processes for machine learning by Seeger (2004)
10.1038/sdata.2016.86 / Sci. Data / The Harvard organic photovoltaic dataset by Lopez (2016)
{'key': '10.1016/j.joule.2017.10.006_bib54', 'article-title': 'GPflow: a Gaussian process library using TensorFlow', 'author': 'Matthews', 'year': '2016', 'journal-title': 'arXiv'} / arXiv / GPflow: a Gaussian process library using TensorFlow by Matthews (2016)
10.1039/C5MH00282F / Mater. Horiz. / A Bayesian approach to calibrating high-throughput virtual screening results and application to organic photovoltaic materials by Pyzer-Knapp (2016)
10.1021/ci100050t / J. Chem. Inf. Model. / Extended-connectivity fingerprints by Rogers (2010)
{'key': '10.1016/j.joule.2017.10.006_bib57', 'article-title': 'Practical Bayesian optimization of machine learning algorithms. machine learning, learning', 'author': 'Snoek', 'year': '2016', 'journal-title': 'arXiv'} / arXiv / Practical Bayesian optimization of machine learning algorithms. machine learning, learning by Snoek (2016)
{'key': '10.1016/j.joule.2017.10.006_bib58', 'series-title': 'Gaussian Processes for Machine Learning 2006, Sec 5.2', 'first-page': '108', 'author': 'Rasmussen', 'year': '2016'} / Gaussian Processes for Machine Learning 2006, Sec 5.2 by Rasmussen (2016)
10.1002/adma.200501717 / Adv. Mater. / Design rules for donors in bulk-heterojunction solar cells–towards 10% energy-conversion efficiency by Scharber (2006)
10.1039/b817952b / Energy Environ. Sci. / Organic tandem solar cells: a review by Ameri (2009)
10.1063/1.1736034 / J. Appl. Phys. / Detailed balance limit of efficiency of p-n junction solar cells by Shockley (1961)
10.1002/adma.200602496 / Adv. Mater. / A low-bandgap poly(2,7-carbazole) derivative for use in high-performance solar cells by Blouin (2007)
10.1021/cr040084k / Chem. Rev. / Charge-transfer and energy-transfer process in π–conjugated oligomers and polymers: a molecular picture by Brédas (2004)
10.1002/adma.201100792 / Adv. Mater. / P3HT: PCBM, best seller in polymer photovoltaic research by Dang (2011)
10.1021/nn402883g / ACS Nano / Reporting performance in organic photovoltaic devices by Luber (2013)
{'year': '2006', 'series-title': 'Mathematical Statistics and Data Analysis', 'author': 'Rice', 'key': '10.1016/j.joule.2017.10.006_bib66'} / Mathematical Statistics and Data Analysis by Rice (2006)
10.1039/c2cp43598e / Phys. Chem. Chem. Phys. / A donor–acceptor type organic dye connected with a quinoidal thiophene for dye-sensitized solar cells by Komatsu (2013)
10.1002/adma.200903628 / Adv. Mater. / N-type organic semiconductors in organic electronics by Anthony (2010)
10.1002/adma.201200721 / Adv. Mater. / Thiazole-based organic semiconductors for organic electronics by Lin (2012)
10.1021/ol061791y / Org. Lett. / Synthesis and structures of novel heteroarene-fused coplanar π-conjugated chromophores by Wong (2006)
10.1021/acsami.6b05554 / ACS Appl. Mat. Inter. / Significant influences of elaborately modulating electron donors on light absorption and multichannel charge-transfer dynamics for 4-(benzo[c][1,2,5]thisdiazol-4-ylethynyl)benzoic acid dyes by Wang (2016)
10.1038/nmat4645 / Nat. Mater. / Exploring the origin of high optical absorption in conjugated polymers by Vezie (2016)
{'key': '10.1016/j.joule.2017.10.006_bib73', 'first-page': '15003', 'article-title': 'An efficient descriptor model for designing materials for solar cells', 'volume': '1', 'author': 'Alharbi', 'year': '2015', 'journal-title': 'Nat. Comput. Mater.'} / Nat. Comput. Mater. / An efficient descriptor model for designing materials for solar cells by Alharbi (2015)
10.1016/j.cplett.2004.06.011 / Chem. Phys. Lett. / A new hybrid exchange–correlation functional using the Coulomb-attenuating method (CAM-B3LYP) by Yanai (2004)
10.1002/jcc.21759 / J. Comput. Chem. / Effect of the damping function in dispersion corrected density functional theory by Grimme (2011)
10.1063/1.3382344 / J. Chem. Phys. / A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu by Grimme (2010)

Dates

Type	When
Created	7 years, 9 months ago (Oct. 30, 2017, 11:45 a.m.)
Deposited	4 years, 5 months ago (March 20, 2021, 3:54 p.m.)
Indexed	36 minutes ago (Aug. 28, 2025, 3:59 a.m.)
Issued	7 years, 8 months ago (Dec. 1, 2017)
Published	7 years, 8 months ago (Dec. 1, 2017)
Published Print	7 years, 8 months ago (Dec. 1, 2017)

Funders 4

Department of Energy EERE Postdoctoral fellowship (Solar Energy) 10.13039/100006134 Office of Energy Efficiency and Renewable Energy
Region: Americas
gov (National government)
Labels5
1. Office of Energy Efficiency & Renewable Energy
2. DOE Office of Energy Efficiency and Renewable Energy
3. Office of EERE
4. U.S. Department of Energy Office of Energy Efficiency and Renewable Energy
5. EERE
Department of Energy 10.13039/100000015 U.S. Department of Energy
Region: Americas
gov (National government)
Labels8
1. Energy Department
2. Department of Energy
3. United States Department of Energy
4. ENERGY.GOV
5. US Department of Energy
6. USDOE
7. DOE
8. USADOE
Awards1
1. DE-SC0015959
Brazilian Coordination for the Improvement of Higher Education Personnel (CAPES), program 10.13039/501100002322 Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Region: Americas
gov (National government)
Labels6
1. Brazilian Federal Agency for the Support and Evaluation of Graduate Education
2. Coordination for the Improvement of Higher Education Personnel
3. CAPES Foundation
4. Capes - Ministério da Educação
5. Coordinación de la formación del personal de nivel superior (Brasil)
6. CAPES
Awards1
1. 88888.934050/2014-00
FAS Research Computing

BibTeX

@article{Lopez_2017, title={Design Principles and Top Non-Fullerene Acceptor Candidates for Organic Photovoltaics}, volume={1}, ISSN={2542-4351}, url={http://dx.doi.org/10.1016/j.joule.2017.10.006}, DOI={10.1016/j.joule.2017.10.006}, number={4}, journal={Joule}, publisher={Elsevier BV}, author={Lopez, Steven A. and Sanchez-Lengeling, Benjamin and de Goes Soares, Julio and Aspuru-Guzik, Alán}, year={2017}, month=dec, pages={857–870} }

JSON

{
  "indexed": {
    "date-parts": [
      [
        2025,
        8,
        28
      ]
    ],
    "date-time": "2025-08-28T07:59:29Z",
    "timestamp": 1756367969809,
    "version": "3.37.3"
  },
  "reference-count": 76,
  "publisher": "Elsevier BV",
  "issue": "4",
  "license": [
    {
      "start": {
        "date-parts": [
          [
            2017,
            12,
            1
          ]
        ],
        "date-time": "2017-12-01T00:00:00Z",
        "timestamp": 1512086400000
      },
      "content-version": "tdm",
      "delay-in-days": 0,
      "URL": "https://www.elsevier.com/tdm/userlicense/1.0/"
    },
    {
      "start": {
        "date-parts": [
          [
            2019,
            1,
            29
          ]
        ],
        "date-time": "2019-01-29T00:00:00Z",
        "timestamp": 1548720000000
      },
      "content-version": "vor",
      "delay-in-days": 424,
      "URL": "http://www.elsevier.com/open-access/userlicense/1.0/"
    }
  ],
  "funder": [
    {
      "DOI": "10.13039/100006134",
      "name": "Department of Energy EERE Postdoctoral fellowship (Solar Energy)",
      "doi-asserted-by": "publisher",
      "id": [
        {
          "id": "10.13039/100006134",
          "id-type": "DOI",
          "asserted-by": "publisher"
        }
      ]
    },
    {
      "DOI": "10.13039/100000015",
      "name": "Department of Energy",
      "doi-asserted-by": "publisher",
      "award": [
        "DE-SC0015959"
      ],
      "id": [
        {
          "id": "10.13039/100000015",
          "id-type": "DOI",
          "asserted-by": "publisher"
        }
      ]
    },
    {
      "DOI": "10.13039/501100002322",
      "name": "Brazilian Coordination for the Improvement of Higher Education Personnel (CAPES), program",
      "doi-asserted-by": "publisher",
      "award": [
        "88888.934050/2014-00"
      ],
      "id": [
        {
          "id": "10.13039/501100002322",
          "id-type": "DOI",
          "asserted-by": "publisher"
        }
      ]
    },
    {
      "name": "FAS Research Computing"
    }
  ],
  "content-domain": {
    "domain": [
      "cell.com",
      "elsevier.com",
      "sciencedirect.com"
    ],
    "crossmark-restriction": true
  },
  "published-print": {
    "date-parts": [
      [
        2017,
        12
      ]
    ]
  },
  "DOI": "10.1016/j.joule.2017.10.006",
  "type": "journal-article",
  "created": {
    "date-parts": [
      [
        2017,
        10,
        30
      ]
    ],
    "date-time": "2017-10-30T15:45:13Z",
    "timestamp": 1509378313000
  },
  "page": "857-870",
  "update-policy": "https://doi.org/10.1016/elsevier_cm_policy",
  "source": "Crossref",
  "is-referenced-by-count": 185,
  "title": "Design Principles and Top Non-Fullerene Acceptor Candidates for Organic Photovoltaics",
  "prefix": "10.1016",
  "volume": "1",
  "author": [
    {
      "given": "Steven A.",
      "family": "Lopez",
      "sequence": "first",
      "affiliation": []
    },
    {
      "given": "Benjamin",
      "family": "Sanchez-Lengeling",
      "sequence": "additional",
      "affiliation": []
    },
    {
      "given": "Julio",
      "family": "de Goes Soares",
      "sequence": "additional",
      "affiliation": []
    },
    {
      "given": "Al\u00e1n",
      "family": "Aspuru-Guzik",
      "sequence": "additional",
      "affiliation": []
    }
  ],
  "member": "78",
  "reference": [
    {
      "key": "10.1016/j.joule.2017.10.006_bib1",
      "unstructured": "U.S. Energy Information Administration. (2016). International Energy Outlook. pp. 1\u2013276. https://www.eia.gov/outlooks/ieo/pdf/0484(2016).pdf."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib2",
      "doi-asserted-by": "crossref",
      "first-page": "29",
      "DOI": "10.1002/adma.201302031",
      "article-title": "25th anniversary article: rise to power \u2212 OPV-based solar parks",
      "volume": "26",
      "author": "Krebs",
      "year": "2014",
      "journal-title": "Adv. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib3",
      "doi-asserted-by": "crossref",
      "first-page": "6050",
      "DOI": "10.1021/ja809598r",
      "article-title": "Organometal halide perovskites as visible-light sensitizers for photovoltaic cells",
      "volume": "131",
      "author": "Kojima",
      "year": "2009",
      "journal-title": "J.\u00a0Am. Chem. Soc."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib4",
      "doi-asserted-by": "crossref",
      "first-page": "643",
      "DOI": "10.1126/science.1228604",
      "article-title": "Efficient hybridge solar cells based on meso-superstructured organometal halide perovskites",
      "volume": "38",
      "author": "Lee",
      "year": "2012",
      "journal-title": "Science"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib5",
      "doi-asserted-by": "crossref",
      "first-page": "4558",
      "DOI": "10.1021/acs.chemrev.5b00715",
      "article-title": "Organic-inorganic perovskites: structural versatility for functional materials design",
      "volume": "116",
      "author": "Saparov",
      "year": "2016",
      "journal-title": "Chem. Rev."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib6",
      "doi-asserted-by": "crossref",
      "first-page": "295",
      "DOI": "10.1038/nphoton.2016.62",
      "article-title": "Perovskite photonic sources",
      "volume": "10",
      "author": "Sutherland",
      "year": "2016",
      "journal-title": "Nat. Photon."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib7",
      "doi-asserted-by": "crossref",
      "first-page": "522",
      "DOI": "10.1038/nmat4795",
      "article-title": "Graded bandgap perovskite solar cells",
      "volume": "16",
      "author": "Ergen",
      "year": "2016",
      "journal-title": "Nat. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib8",
      "doi-asserted-by": "crossref",
      "first-page": "78",
      "DOI": "10.1039/C4CS00227J",
      "article-title": "The future of organic photovoltaics",
      "volume": "44",
      "author": "Mazzio",
      "year": "2015",
      "journal-title": "Chem. Soc. Rev."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib9",
      "doi-asserted-by": "crossref",
      "first-page": "12666",
      "DOI": "10.1021/acs.chemrev.5b00098",
      "article-title": "Recent advances in bulk heterojunction polymer solar cells",
      "volume": "115",
      "author": "Lu",
      "year": "2015",
      "journal-title": "Chem. Rev."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib10",
      "doi-asserted-by": "crossref",
      "first-page": "7148",
      "DOI": "10.1021/jacs.7b02677",
      "article-title": "Molecular optimization enables over 13% efficiency in organic solar cells",
      "volume": "139",
      "author": "Zhao",
      "year": "2017",
      "journal-title": "J.\u00a0Am. Chem. Soc."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib11",
      "first-page": "7148",
      "article-title": "Recent advances in organic ternary solar cells",
      "volume": "139",
      "author": "Huang",
      "year": "2017",
      "journal-title": "J.\u00a0Mater. Chem. A"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib12",
      "doi-asserted-by": "crossref",
      "first-page": "670",
      "DOI": "10.1557/mrs2008.138",
      "article-title": "Solution-processed organic solar cells",
      "volume": "33",
      "author": "Brabec",
      "year": "2008",
      "journal-title": "MRS Bull."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib13",
      "doi-asserted-by": "crossref",
      "first-page": "36",
      "DOI": "10.1039/B913168J",
      "article-title": "Advanced materials and processes for polymer solar cell devices",
      "volume": "20",
      "author": "Helgesen",
      "year": "2010",
      "journal-title": "J.\u00a0Mater. Chem."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib14",
      "doi-asserted-by": "crossref",
      "first-page": "394",
      "DOI": "10.1016/j.solmat.2008.10.004",
      "article-title": "Fabrication and processing of polymer solar cells: a review of printing and coating techniques",
      "volume": "93",
      "author": "Krebs",
      "year": "2009",
      "journal-title": "Sol. Energ. Mat. Sol. Cells"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib15",
      "doi-asserted-by": "crossref",
      "first-page": "579",
      "DOI": "10.1021/nl048120i",
      "article-title": "Nanoscale morphology of high-performance polymer solar cells",
      "volume": "5",
      "author": "Yang",
      "year": "2005",
      "journal-title": "J.\u00a0Nano Lett."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib16",
      "doi-asserted-by": "crossref",
      "first-page": "1636",
      "DOI": "10.1002/adfm.200600624",
      "article-title": "Solvent-annealing effect in\u00a0polymer solar cells based on poly(3-hexylthiophene) and methanofullerenes",
      "volume": "17",
      "author": "Li",
      "year": "2007",
      "journal-title": "Adv.\u00a0Funct. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib17",
      "doi-asserted-by": "crossref",
      "first-page": "497",
      "DOI": "10.1038/nmat1928",
      "article-title": "Efficiency enhancement in low-bandgap polymer solar cells by processing with alkane diols",
      "volume": "6",
      "author": "Peet",
      "year": "2007",
      "journal-title": "Nat. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib18",
      "doi-asserted-by": "crossref",
      "first-page": "2284",
      "DOI": "10.1002/adma.201003690",
      "article-title": "Structural order in bulk heterojunction films prepared with solvent additives",
      "volume": "23",
      "author": "Rogers",
      "year": "2011",
      "journal-title": "Adv. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib19",
      "doi-asserted-by": "crossref",
      "first-page": "34",
      "DOI": "10.1016/j.progpolymsci.2017.03.003",
      "article-title": "Recent advances in high performance donor-acceptor polymers for organic photovoltaics",
      "volume": "70",
      "author": "Holliday",
      "year": "2017",
      "journal-title": "Prog. Polym. Sci."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib20",
      "doi-asserted-by": "crossref",
      "first-page": "532",
      "DOI": "10.1021/jo00108a012",
      "article-title": "Preparation and characterization of fulleroid and methanofullerene derivatives",
      "volume": "60",
      "author": "Hummelen",
      "year": "1995",
      "journal-title": "J.\u00a0Org. Chem."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib21",
      "doi-asserted-by": "crossref",
      "first-page": "2020",
      "DOI": "10.1002/anie.201102326",
      "article-title": "Small molecule organic semiconductors on the move: promises for future solar energy technology",
      "volume": "51",
      "author": "Mishra",
      "year": "2012",
      "journal-title": "Angew. Chem. Int. Ed."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib22",
      "doi-asserted-by": "crossref",
      "first-page": "1970",
      "DOI": "10.1039/C0CP01178A",
      "article-title": "Fullerene derivative acceptors for high performance polymer solar cells",
      "volume": "13",
      "author": "He",
      "year": "2011",
      "journal-title": "Phys. Chem. Chem. Phys."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib23",
      "doi-asserted-by": "crossref",
      "first-page": "255",
      "DOI": "10.1021/jp208520v",
      "article-title": "Photophysical and electronic properties of five PCBM-like C60 derivatives: spectral and quantum chemical view",
      "volume": "116",
      "author": "Wang",
      "year": "2012",
      "journal-title": "J.\u00a0Phys. Chem. A"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib24",
      "doi-asserted-by": "crossref",
      "first-page": "2803",
      "DOI": "10.1021/acs.accounts.5b00199",
      "article-title": "Non-fullerene electron acceptors for use in organic solar cells",
      "volume": "48",
      "author": "Nielsen",
      "year": "2015",
      "journal-title": "Acc. Chem. Res."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib25",
      "doi-asserted-by": "crossref",
      "first-page": "1123",
      "DOI": "10.1002/adma.200601705",
      "article-title": "Air-stable n-channel organic semiconductors based on perylene diimide derivatives without strong electron withdrawing groups",
      "volume": "19",
      "author": "Ling",
      "year": "2007",
      "journal-title": "Adv. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib26",
      "doi-asserted-by": "crossref",
      "first-page": "7098",
      "DOI": "10.1021/acs.chemmater.6b03292",
      "article-title": "synthesis, self-assembly, and solar cell performance of n-annulated perylene diimide non-fullerene acceptors",
      "volume": "28",
      "author": "Hendsbee",
      "year": "2016",
      "journal-title": "Chem. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib27",
      "doi-asserted-by": "crossref",
      "first-page": "16393",
      "DOI": "10.1039/C5TA04310G",
      "article-title": "Key components to the recent performance increases of solution processed non-fullerene small molecule acceptors",
      "volume": "3",
      "author": "McAfee",
      "year": "2015",
      "journal-title": "J.\u00a0Mater. Chem. A"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib28",
      "doi-asserted-by": "crossref",
      "first-page": "4698",
      "DOI": "10.1039/C5TC00865D",
      "article-title": "A perylene diimide (PDI)-based small molecule with tetrahedral configuration as a non-fullerene acceptor for organic solar cells",
      "volume": "3",
      "author": "Chen",
      "year": "2015",
      "journal-title": "J.\u00a0Mater. Chem. C"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib29",
      "doi-asserted-by": "crossref",
      "first-page": "5513",
      "DOI": "10.1002/anie.201210085",
      "article-title": "Tetraazabenzodifluoranthene diimides: building blocks for solution-processable n-type organic semiconductors",
      "volume": "52",
      "author": "Li",
      "year": "2013",
      "journal-title": "Angew. Chem. Int. Ed."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib30",
      "doi-asserted-by": "crossref",
      "first-page": "78",
      "DOI": "10.1021/acs.accounts.5b00334",
      "article-title": "Diketopyrrolopyrrole polymers for organic solar cells",
      "volume": "49",
      "author": "Li",
      "year": "2016",
      "journal-title": "Acc. Chem. Res."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib31",
      "doi-asserted-by": "crossref",
      "first-page": "8931",
      "DOI": "10.1039/c1cp20313d",
      "article-title": "Diketopyrrolopyrrole-based acceptor polymers for photovoltaic applications",
      "volume": "13",
      "author": "Falzon",
      "year": "2011",
      "journal-title": "Phys. Chem. Chem. Phys."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib32",
      "doi-asserted-by": "crossref",
      "first-page": "1892",
      "DOI": "10.1021/cm070144d",
      "article-title": "N-type conjugated materials based on 2-vinyl-4,5-dicyanoimidazoles and their use in solar cells",
      "volume": "19",
      "author": "Shin",
      "year": "2007",
      "journal-title": "Chem. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib33",
      "doi-asserted-by": "crossref",
      "first-page": "4424",
      "DOI": "10.1021/ma0706273",
      "article-title": "Effect of annealing on the characteristics of organic solar cells: polymer blends with 2-vinyl-4,5-dicyanoimidazole derivative",
      "volume": "40",
      "author": "Kietzke",
      "year": "2007",
      "journal-title": "Macromolecules"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib34",
      "doi-asserted-by": "crossref",
      "first-page": "4619",
      "DOI": "10.1039/b813786m",
      "article-title": "Solution processable bulk-heterojunction solar cells using a small molecule acceptor",
      "volume": "18",
      "author": "Ooi",
      "year": "2008",
      "journal-title": "J.\u00a0Mater. Chem."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib35",
      "doi-asserted-by": "crossref",
      "first-page": "094703",
      "DOI": "10.1063/1.3077007",
      "article-title": "Heterojunction topology vs. fill factor correlations in novel hybrid small-molecular/polymeric solar cells",
      "volume": "130",
      "author": "Schubert",
      "year": "2009",
      "journal-title": "J.\u00a0Chem. Phys."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib36",
      "doi-asserted-by": "crossref",
      "first-page": "3293",
      "DOI": "10.1021/jo802720m",
      "article-title": "Electron-accepting conjugated materials based on 2-vinyl-4,5-dicyanoimidazoles for application in organic electronics",
      "volume": "74",
      "author": "Shin",
      "year": "2009",
      "journal-title": "J.\u00a0Org. Chem."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib37",
      "doi-asserted-by": "crossref",
      "DOI": "10.1039/C6EE03654F",
      "article-title": "Trends in the electronic and geometric structure of non-fullerene based acceptors for organic solar cells",
      "author": "Kuzmich",
      "year": "2017",
      "journal-title": "Energy Environ. Sci."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib38",
      "doi-asserted-by": "crossref",
      "first-page": "470",
      "DOI": "10.1039/C4MH00042K",
      "article-title": "Non-fullerene acceptors for organic photovoltaics",
      "volume": "1",
      "author": "Lin",
      "year": "2014",
      "journal-title": "Mater. Horiz."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib39",
      "unstructured": "World Community Grid. http://www.worldcommunitygrid.org/."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib40",
      "doi-asserted-by": "crossref",
      "first-page": "698",
      "DOI": "10.1039/C3EE42756K",
      "article-title": "Lead candidates for high-performance organic photovoltaics from high-throughput quantum chemistry \u2013 the harvard clean energy project",
      "volume": "7",
      "author": "Hachmann",
      "year": "2014",
      "journal-title": "Energy Environ. Sci."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib41",
      "doi-asserted-by": "crossref",
      "first-page": "2241",
      "DOI": "10.1021/jz200866s",
      "article-title": "The Harvard Clean Energy Project: large-scale computational screening and design of organic photovoltaics on the world community grid",
      "volume": "2",
      "author": "Hachmann",
      "year": "2011",
      "journal-title": "J.\u00a0Phys. Chem. Lett."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib42",
      "doi-asserted-by": "crossref",
      "first-page": "4849",
      "DOI": "10.1039/c1ee02056k",
      "article-title": "Accelerated computational discovery of high-performance materials for organic photovoltaics by means of cheminformatics",
      "volume": "3",
      "author": "Olivares\u2013Amaya",
      "year": "2011",
      "journal-title": "Energy Environ. Sci."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib43",
      "doi-asserted-by": "crossref",
      "first-page": "1613",
      "DOI": "10.1021/jz400215j",
      "article-title": "Efficient computational screening of organic polymer photovoltaics",
      "volume": "4",
      "author": "Kanal",
      "year": "2014",
      "journal-title": "J.\u00a0Phys. Chem. Lett."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib44",
      "doi-asserted-by": "crossref",
      "first-page": "1996",
      "DOI": "10.1002/adfm.201402332",
      "article-title": "Effects of delocalized charge carriers in organic solar cells: predicting nanoscale device performance from morphology",
      "volume": "25",
      "author": "Gagorik",
      "year": "2015",
      "journal-title": "Adv. Funct. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib45",
      "doi-asserted-by": "crossref",
      "first-page": "31",
      "DOI": "10.1021/ci00057a005",
      "article-title": "SMILES, a chemical language and information system. 1.\u00a0Introduction to methodology and encoding rules",
      "volume": "28",
      "author": "Weininger",
      "year": "1988",
      "journal-title": "J.\u00a0Chem. Inf. Comput. Sci."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib46",
      "unstructured": "Landrum, G. RDKit: Open-source cheminformatics. http://www.rdkit.org."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib47",
      "doi-asserted-by": "crossref",
      "first-page": "490",
      "DOI": "10.1002/(SICI)1096-987X(199604)17:5/6<490::AID-JCC1>3.0.CO;2-P",
      "article-title": "Merck molecular force field. I. Basis, form, scope, parameterization, and performance of MMFF94",
      "volume": "17",
      "author": "Halgren",
      "year": "1996",
      "journal-title": "J.\u00a0Comput. Chem."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib48",
      "doi-asserted-by": "crossref",
      "first-page": "33",
      "DOI": "10.1186/1758-2946-3-33",
      "article-title": "Open Babel: an open chemical toolbox",
      "volume": "3",
      "author": "O\u2019Boyle",
      "year": "2011",
      "journal-title": "J.\u00a0Cheminform."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib49",
      "doi-asserted-by": "crossref",
      "first-page": "8822",
      "DOI": "10.1103/PhysRevB.33.8822",
      "article-title": "Density-functional approximation for the correlation energy of the inhomogeneous electron gas",
      "volume": "33",
      "author": "Perdew",
      "year": "1986",
      "journal-title": "Phys. Rev. B"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib50",
      "doi-asserted-by": "crossref",
      "first-page": "3098",
      "DOI": "10.1103/PhysRevA.38.3098",
      "article-title": "Density-functional exchange energy approximation with correct asymptotic behavior",
      "volume": "38",
      "author": "Becke",
      "year": "1988",
      "journal-title": "Phys. Rev. A"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib51",
      "doi-asserted-by": "crossref",
      "first-page": "3297",
      "DOI": "10.1039/b508541a",
      "article-title": "Balanced basis sets of split valence, triple zeta valence and quadruple zeta valence quality for H to Rn: design and assessment of accuracy",
      "volume": "2005",
      "author": "Weigend",
      "year": "2005",
      "journal-title": "Phys. Chem. Chem. Phys."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib52",
      "doi-asserted-by": "crossref",
      "first-page": "69",
      "DOI": "10.1142/S0129065704001899",
      "article-title": "Gaussian processes for machine learning",
      "volume": "14",
      "author": "Seeger",
      "year": "2004",
      "journal-title": "Int. J. Neural Syst."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib53",
      "doi-asserted-by": "crossref",
      "first-page": "160086",
      "DOI": "10.1038/sdata.2016.86",
      "article-title": "The Harvard organic photovoltaic dataset",
      "volume": "3",
      "author": "Lopez",
      "year": "2016",
      "journal-title": "Sci. Data"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib54",
      "article-title": "GPflow: a Gaussian process library using TensorFlow",
      "author": "Matthews",
      "year": "2016",
      "journal-title": "arXiv"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib55",
      "doi-asserted-by": "crossref",
      "first-page": "226",
      "DOI": "10.1039/C5MH00282F",
      "article-title": "A Bayesian approach to calibrating high-throughput virtual screening results and application to organic photovoltaic materials",
      "volume": "3",
      "author": "Pyzer-Knapp",
      "year": "2016",
      "journal-title": "Mater. Horiz."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib56",
      "doi-asserted-by": "crossref",
      "first-page": "742",
      "DOI": "10.1021/ci100050t",
      "article-title": "Extended-connectivity fingerprints",
      "volume": "50",
      "author": "Rogers",
      "year": "2010",
      "journal-title": "J.\u00a0Chem. Inf. Model."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib57",
      "article-title": "Practical Bayesian optimization of machine learning algorithms. machine learning, learning",
      "author": "Snoek",
      "year": "2016",
      "journal-title": "arXiv"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib58",
      "series-title": "Gaussian Processes for Machine Learning 2006, Sec 5.2",
      "first-page": "108",
      "author": "Rasmussen",
      "year": "2016"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib59",
      "doi-asserted-by": "crossref",
      "first-page": "789",
      "DOI": "10.1002/adma.200501717",
      "article-title": "Design rules for donors in bulk-heterojunction solar cells\u2013towards 10% energy-conversion efficiency",
      "volume": "18",
      "author": "Scharber",
      "year": "2006",
      "journal-title": "Adv. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib60",
      "doi-asserted-by": "crossref",
      "first-page": "347",
      "DOI": "10.1039/b817952b",
      "article-title": "Organic tandem solar cells: a review",
      "volume": "2",
      "author": "Ameri",
      "year": "2009",
      "journal-title": "Energy Environ. Sci."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib61",
      "doi-asserted-by": "crossref",
      "first-page": "510",
      "DOI": "10.1063/1.1736034",
      "article-title": "Detailed balance limit of efficiency of p-n junction solar cells",
      "volume": "32",
      "author": "Shockley",
      "year": "1961",
      "journal-title": "J.\u00a0Appl. Phys."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib62",
      "doi-asserted-by": "crossref",
      "first-page": "2295",
      "DOI": "10.1002/adma.200602496",
      "article-title": "A low-bandgap poly(2,7-carbazole) derivative for use in high-performance solar cells",
      "volume": "19",
      "author": "Blouin",
      "year": "2007",
      "journal-title": "Adv. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib63",
      "doi-asserted-by": "crossref",
      "first-page": "4971",
      "DOI": "10.1021/cr040084k",
      "article-title": "Charge-transfer and energy-transfer process in \u03c0\u2013conjugated oligomers and polymers: a molecular picture",
      "volume": "104",
      "author": "Br\u00e9das",
      "year": "2004",
      "journal-title": "Chem. Rev."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib64",
      "doi-asserted-by": "crossref",
      "first-page": "3597",
      "DOI": "10.1002/adma.201100792",
      "article-title": "P3HT: PCBM, best seller in polymer photovoltaic research",
      "volume": "23",
      "author": "Dang",
      "year": "2011",
      "journal-title": "Adv. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib65",
      "doi-asserted-by": "crossref",
      "first-page": "4708",
      "DOI": "10.1021/nn402883g",
      "article-title": "Reporting performance in organic photovoltaic devices",
      "volume": "7",
      "author": "Luber",
      "year": "2013",
      "journal-title": "ACS Nano"
    },
    {
      "year": "2006",
      "series-title": "Mathematical Statistics and Data Analysis",
      "author": "Rice",
      "key": "10.1016/j.joule.2017.10.006_bib66"
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib67",
      "doi-asserted-by": "crossref",
      "first-page": "3227",
      "DOI": "10.1039/c2cp43598e",
      "article-title": "A donor\u2013acceptor type organic dye connected with a quinoidal thiophene for dye-sensitized solar cells",
      "volume": "15",
      "author": "Komatsu",
      "year": "2013",
      "journal-title": "Phys. Chem. Chem. Phys."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib68",
      "doi-asserted-by": "crossref",
      "first-page": "3876",
      "DOI": "10.1002/adma.200903628",
      "article-title": "N-type organic semiconductors in organic electronics",
      "volume": "22",
      "author": "Anthony",
      "year": "2010",
      "journal-title": "Adv. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib69",
      "doi-asserted-by": "crossref",
      "first-page": "3087",
      "DOI": "10.1002/adma.201200721",
      "article-title": "Thiazole-based organic semiconductors for organic electronics",
      "volume": "24",
      "author": "Lin",
      "year": "2012",
      "journal-title": "Adv. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib70",
      "doi-asserted-by": "crossref",
      "first-page": "5033",
      "DOI": "10.1021/ol061791y",
      "article-title": "Synthesis and structures of novel heteroarene-fused coplanar \u03c0-conjugated chromophores",
      "volume": "8",
      "author": "Wong",
      "year": "2006",
      "journal-title": "Org. Lett."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib71",
      "doi-asserted-by": "crossref",
      "first-page": "18292",
      "DOI": "10.1021/acsami.6b05554",
      "article-title": "Significant influences of elaborately modulating electron donors on light absorption and multichannel charge-transfer dynamics for 4-(benzo[c][1,2,5]thisdiazol-4-ylethynyl)benzoic acid dyes",
      "volume": "8",
      "author": "Wang",
      "year": "2016",
      "journal-title": "ACS Appl. Mat. Inter."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib72",
      "doi-asserted-by": "crossref",
      "first-page": "746",
      "DOI": "10.1038/nmat4645",
      "article-title": "Exploring the origin of high optical absorption in conjugated polymers",
      "volume": "15",
      "author": "Vezie",
      "year": "2016",
      "journal-title": "Nat. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib73",
      "first-page": "15003",
      "article-title": "An efficient descriptor model for designing materials for solar cells",
      "volume": "1",
      "author": "Alharbi",
      "year": "2015",
      "journal-title": "Nat. Comput. Mater."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib74",
      "doi-asserted-by": "crossref",
      "first-page": "51",
      "DOI": "10.1016/j.cplett.2004.06.011",
      "article-title": "A\u00a0new hybrid exchange\u2013correlation functional\u00a0using the Coulomb-attenuating method (CAM-B3LYP)",
      "volume": "393",
      "author": "Yanai",
      "year": "2004",
      "journal-title": "Chem. Phys. Lett."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib75",
      "doi-asserted-by": "crossref",
      "first-page": "1456",
      "DOI": "10.1002/jcc.21759",
      "article-title": "Effect of the damping function in dispersion corrected density functional theory",
      "volume": "32",
      "author": "Grimme",
      "year": "2011",
      "journal-title": "J. Comput. Chem."
    },
    {
      "key": "10.1016/j.joule.2017.10.006_bib76",
      "doi-asserted-by": "crossref",
      "first-page": "154104",
      "DOI": "10.1063/1.3382344",
      "article-title": "A consistent and accurate ab initio\u00a0parametrization of density functional\u00a0dispersion correction (DFT-D) for the\u00a094 elements H-Pu",
      "volume": "132",
      "author": "Grimme",
      "year": "2010",
      "journal-title": "J. Chem. Phys."
    }
  ],
  "container-title": "Joule",
  "original-title": [],
  "language": "en",
  "link": [
    {
      "URL": "https://api.elsevier.com/content/article/PII:S2542435117301307?httpAccept=text/xml",
      "content-type": "text/xml",
      "content-version": "vor",
      "intended-application": "text-mining"
    },
    {
      "URL": "https://api.elsevier.com/content/article/PII:S2542435117301307?httpAccept=text/plain",
      "content-type": "text/plain",
      "content-version": "vor",
      "intended-application": "text-mining"
    }
  ],
  "deposited": {
    "date-parts": [
      [
        2021,
        3,
        20
      ]
    ],
    "date-time": "2021-03-20T19:54:00Z",
    "timestamp": 1616270040000
  },
  "score": 1,
  "resource": {
    "primary": {
      "URL": "https://linkinghub.elsevier.com/retrieve/pii/S2542435117301307"
    }
  },
  "subtitle": [],
  "short-title": [],
  "issued": {
    "date-parts": [
      [
        2017,
        12
      ]
    ]
  },
  "references-count": 76,
  "journal-issue": {
    "issue": "4",
    "published-print": {
      "date-parts": [
        [
          2017,
          12
        ]
      ]
    }
  },
  "alternative-id": [
    "S2542435117301307"
  ],
  "URL": "http://dx.doi.org/10.1016/j.joule.2017.10.006",
  "relation": {},
  "ISSN": [
    "2542-4351"
  ],
  "subject": [],
  "container-title-short": "Joule",
  "published": {
    "date-parts": [
      [
        2017,
        12
      ]
    ]
  },
  "assertion": [
    {
      "value": "Elsevier",
      "name": "publisher",
      "label": "This article is maintained by"
    },
    {
      "value": "Design Principles and Top Non-Fullerene Acceptor Candidates for Organic Photovoltaics",
      "name": "articletitle",
      "label": "Article Title"
    },
    {
      "value": "Joule",
      "name": "journaltitle",
      "label": "Journal Title"
    },
    {
      "value": "https://doi.org/10.1016/j.joule.2017.10.006",
      "name": "articlelink",
      "label": "CrossRef DOI link to publisher maintained version"
    },
    {
      "value": "article",
      "name": "content_type",
      "label": "Content Type"
    },
    {
      "value": "\u00a9 2017 Published by Elsevier Inc.",
      "name": "copyright",
      "label": "Copyright"
    }
  ]
}