journal article·2019-07-09Open access

Ab Initio Search of Polymer Crystals with High Thermal Conductivity

Keishu Utimula, Tom Ichibha, Ryo Maezono, Kenta Hongo

Chemistry of Materials· Volume 31· Issue 13

Abstract

Lattice thermal conductivities (LTC) for a subset of polymer crystals from the Polymer Genome Library were investigated to explore high LTC polymer systems. We employed a first-principles approach to evaluating phonon lifetimes within the third-order perturbation theory combined with density functional theory, and then solved the linearized Boltzmann transport equation with single-mode relaxation time approximated by the computed lifetime. Typical high LTC polymer systems, polyethylene (PE) crystal and fiber, were benchmarked, which is reasonably consistent with previous references, validating our approach. We then applied it to not only typical polymer crystals, but also some selected ones having structural similarities to PE. Among the latter crystals, we discovered that beta phase of Poly(vinylidenesurely fluoride) (PVF-$\beta$) crystal has higher LTC than PE at low temperature. Our detailed mode analysis revealed that the phonon lifetime of PVF-$\beta$ is more locally distributed around lower frequency modes and four-times larger than that of PE. It was also found from a simple data analysis that the LTC relatively correlates with curvature of energy-volume plot. The curvature would be used as a descriptor for further exploration of high LTC polymer crystals by means of a data-driven approach beyond human-based one.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Machine Learning in Materials Science · Thermal properties of materials · Advanced Memory and Neural Computing

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Computational Engineering Applications Unit, RIKEN, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan

Center for Materials Research by Information Integration, Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, Tsukuba 305-0047, Japan

PRESTO, Japan Science and Technology Agency, 4-1-8 Honcho, Kawaguchi-shi, Saitama 322-0012, Japan

Funding

Toyota Motor Corporation · Ministry of Education, Culture, Sports, Science and Technology · Precursory Research for Embryonic Science and Technology · Air Force Office of Scientific Research · Japan Society for the Promotion of Science · Japan Science and Technology Agency · I-O DATA Foundation

References (57)

Show source-provided references
1. 10.1002/app.1248910.1002/app.12489 ↗
2. 10.1063/1.235885610.1063/1.2358856 ↗
3. 10.1002/pol.1985.18023080310.1002/pol.1985.180230803 ↗
4. 10.1002/polb.1993.09031031510.1002/polb.1993.090310315 ↗
5. 10.1007/s10822-016-0008-z10.1007/s10822-016-0008-z ↗
6. 10.1002/pol.1965.10003022210.1002/pol.1965.100030222 ↗
7. 10.1103/PhysRevB.35.762710.1103/PhysRevB.35.7627 ↗
8. 10.1103/PhysRevLett.101.23550210.1103/PhysRevLett.101.235502 ↗
9. 10.1103/PhysRevB.79.14430510.1103/PhysRevB.79.144305 ↗
10. 10.1103/PhysRevLett.119.18590110.1103/PhysRevLett.119.185901 ↗
11. 10.1038/srep2966110.1038/srep29661 ↗
12. 10.1021/acs.inorgchem.7b0170910.1021/acs.inorgchem.7b01709 ↗
13. 10.1103/PhysRevB.91.09430610.1103/PhysRevB.91.094306 ↗
14. 10.1103/PhysRevB.80.12520310.1103/PhysRevB.80.125203 ↗
15. 10.1103/PhysRevB.92.05430110.1103/PhysRevB.92.054301 ↗
16. 10.1016/S0038-1098(03)00110-810.1016/S0038-1098(03)00110-8 ↗
17. 10.1088/0022-3719/8/19/01210.1088/0022-3719/8/19/012 ↗
18. 10.1038/sdata.2016.1210.1038/sdata.2016.12 ↗
19. 10.1038/ncomms584510.1038/ncomms5845 ↗
20. 10.1038/srep2095210.1038/srep20952 ↗
21. 10.1021/acs.jpcc.8b0291310.1021/acs.jpcc.8b02913 ↗
22. 10.1002/(SICI)1099-0488(19991201)37:23<3359::AID-POLB11>3.0.CO;2-S10.1002/(SICI)1099-0488(19991201)37:23<3359::AID-POLB11>3.0.CO;2-S ↗
23. Peierls R. · 1996
25. 10.1103/PhysRev.154.60510.1103/PhysRev.154.605 ↗
26. 10.1103/PhysRevB.25.336910.1103/PhysRevB.25.3369 ↗
27. Srivastava G. · 1990
28. Wallace D. · 1998
29. 10.1103/PhysRev.128.258910.1103/PhysRev.128.2589 ↗
30. 10.1103/PhysRevB.95.12110810.1103/PhysRevB.95.121108 ↗
31. 10.1103/PhysRevB.48.1311510.1103/PhysRevB.48.13115 ↗
32. 10.1103/PhysRevB.54.1116910.1103/PhysRevB.54.11169 ↗
33. 10.1016/0927-0256(96)00008-010.1016/0927-0256(96)00008-0 ↗
34. 10.1103/PhysRevB.59.175810.1103/PhysRevB.59.1758 ↗
35. 10.1103/PhysRevB.50.1795310.1103/PhysRevB.50.17953 ↗
36. 10.1103/PhysRevB.82.08110110.1103/PhysRevB.82.081101 ↗
37. 10.1016/0032-3861(78)90032-010.1016/0032-3861(78)90032-0 ↗
38. 10.1038/nnano.2010.2710.1038/nnano.2010.27 ↗
39. 10.1143/JJAP.37.199410.1143/JJAP.37.1994 ↗
40. 10.1088/0022-3719/8/11/01510.1088/0022-3719/8/11/015 ↗
41. 10.1002/pen.76012030810.1002/pen.760120308 ↗
42. 10.1002/polb.2042810.1002/polb.20428 ↗
43. 10.1016/j.polymer.2017.07.02710.1016/j.polymer.2017.07.027 ↗
44. 10.1063/1.472948910.1063/1.4729489 ↗
45. 10.1002/pen.76016051210.1002/pen.760160512 ↗
46. 10.1177/00219983690030041910.1177/002199836900300419 ↗
47. 10.1021/i160049a00410.1021/i160049a004 ↗
48. 10.1016/j.scriptamat.2015.07.02110.1016/j.scriptamat.2015.07.021 ↗
49. PoLyInfo. https://polymer.nims.go.jp/PoLyInfo/cgi-bin/pi-id-search.cgi?PID=P010001 (accessed 11-09, 2018).
50. Kittel C. · 2004
51. PolyInfo. https://polymer.nims.go.jp (accessed 04-26, 2019).
52. 10.1103/PhysRevB.90.17410710.1103/PhysRevB.90.174107 ↗
53. 10.1103/PhysRevLett.115.20590110.1103/PhysRevLett.115.205901 ↗
54. 10.18637/jss.v018.i0510.18637/jss.v018.i05 ↗
55. 10.1038/s41524-017-0056-510.1038/s41524-017-0056-5 ↗
56. Ziman J. · 1979
57. 10.1016/0031-9201(94)90076-010.1016/0031-9201(94)90076-0 ↗