Pith. Sign in

RECORD

Optimal Band Structure for Thermoelectrics with Realistic Scattering and Bands

Materials Science · Submitted 17 Oct 2020

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim Critically, we determine optimum bandwidth, dependent on temperature and lattice thermal conductivity, from perfect transport cutoffs that can in theory significantly boost $zT$ beyond the values attainable through intrinsic band structures alone.

how it is stated · asserted 0.79 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID2010.08832 (version 2)
Pith IDDXSDFYRZ, Pith's permanent record of this paper and its review
CitationAnubhav Jain, Junsoo Park, Vidvuds Ozoli\c{n}\v{s}, Yi Xia. "Optimal Band Structure for Thermoelectrics with Realistic Scattering and Bands." arXiv:2010.08832 (2020). https://pith.science/paper/DXSDFYRZ
Claim paper

The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

Open the compiled record

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 5,605 input tokens.

What the abstract itself states, as probabilities: claims first 0.07 · states limitation 0.58 · human participants 0.02 · controlled comparison 0.12 · randomized assignment 0.01 · states quantitative result 0.26 · compares with prior results 0.88 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v2. Results and the main claim are underlined; .

Understanding how to optimize electronic band structures for thermoelectrics is a topic of long-standing interest in the community. Prior models have been limited to simplified bands and/or scattering models. In this study, we apply more rigorous scattering treatments to more realistic model band structures - upward-parabolic bands that inflect to an inverted parabolic behavior - including cases of multiple bands. In contrast to common descriptors (e.g., quality factor and complexity factor), the degree to which multiple pockets improve thermoelectric performance is bounded by interband scattering and the relative shapes of the bands. We establish that extremely anisotropic `flat-and-dispersive' bands, although best-performing in theory, may not represent a promising design strategy in practice. Critically, we determine optimum bandwidth, dependent on temperature and lattice thermal conductivity, from perfect transport cutoffs that can in theory significantly boost $zT$ beyond the values attainable through intrinsic band structures alone. Our analysis should be widely useful as the thermoelectric research community eyes $zT>3$.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 Understanding how to optimize electronic band structures for thermoelectrics is a topic of long-standing interest in the community. background 1.00 0.03 0.02 asserted 0.98
s1 Prior models have been limited to simplified bands and/or scattering models. gap 0.91 0.02 0.02 asserted 1.00
s2 In this study, we apply more rigorous scattering treatments to more realistic model band structures - upward-parabolic bands that inflect to an inverted parabolic behavior - including cases of multiple bands. contribution 0.63 0.93 0.06 asserted 0.96
s3 In contrast to common descriptors (e.g., quality factor and complexity factor), the degree to which multiple pockets improve thermoelectric performance is bounded by interband scattering and the relative shapes of the bands. result 0.94 0.76 0.31 asserted 1.00
s4 We establish that extremely anisotropic `flat-and-dispersive' bands, although best-performing in theory, may not represent a promising design strategy in practice. interpretation 0.56 0.80 0.22 hedged possibility 0.95
s5 Critically, we determine optimum bandwidth, dependent on temperature and lattice thermal conductivity, from perfect transport cutoffs that can in theory significantly boost $zT$ beyond the values attainable through intrinsic band structures alone. result 0.94 0.94 0.48 asserted 0.79
s6 Our analysis should be widely useful as the thermoelectric research community eyes $zT>3$. interpretation 0.75 0.15 0.07 asserted 0.51

What kind of paper the classifier reports this is: theoretical result 0.85 · evidence from simulation or computation 0.58.

What was examined, and what was not

sources read
  • arXiv listing abstract v2
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

Understanding how to optimize electronic band structures for thermoelectrics is a topic of long-standing interest in the community. Prior models have been limited to simplified bands and/or scattering models. In this study, we apply more rigorous scattering treatments to more realistic model band structures - upward-parabolic bands that inflect to an inverted parabolic behavior - including cases of multiple bands. In contrast to common descriptors (e.g., quality factor and complexity factor), the degree to which multiple pockets improve thermoelectric performance is bounded by interband scattering and the relative shapes of the bands. We establish that extremely anisotropic `flat-and-dispersive' bands, although best-performing in theory, may not represent a promising design strategy in practice. Critically, we determine optimum bandwidth, dependent on temperature and lattice thermal conductivity, from perfect transport cutoffs that can in theory significantly boost $zT$ beyond the values attainable through intrinsic band structures alone. Our analysis should be widely useful as the thermoelectric research community eyes $zT>3$.

Human review

Discussion

Know something about this paper? Leave a comment, or highlight any passage above to comment on it.