Fast and Accurate Performance Prediction and Optimization of Thermoelectric Generators with Deep Neural Networks

A machine learning approach to fracture mechanics problems

(2020) Xing Liu et al.   ACTA MATERIALIA

Modeling of thermoelectric generators with effects of side surface heat convection and temperature dependence of material properties

(2019) P. Wang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

The Thermoelectric Properties of Bismuth Telluride

(2019) Ian T. Witting et al.   Advanced Electronic Materials

Assembly Strategy and Performance Evaluation of Flexible Thermoelectric Devices

(2019) Dawei Qu et al.   Advanced Science

Machine Learning for Fluid Mechanics

(2019) Steven L. Brunton et al.   Annual Review of Fluid Mechanics

Machine Learning Approaches for Thermoelectric Materials Research

(2019) Tian Wang et al.   ADVANCED FUNCTIONAL MATERIALS

Temperature and performance modeling of thermoelectric generators

(2019) P. Wang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Deep learning predicts path-dependent plasticity

(2019) M. Mozaffar et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A review of the development and applications of thermoelectric microgenerators for energy harvesting

(2018) O.H. Ando Junior et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Thermoelectrics: From history, a window to the future

(2018) Davide Beretta et al.   MATERIALS SCIENCE & ENGINEERING R-REPORTS

Figure of merit ZT of a thermoelectric device defined from materials properties

(2017) G. Jeffrey Snyder et al.   Energy & Environmental Science

Wearable thermoelectric generators for human body heat harvesting

(2016) Melissa Hyland et al.   APPLIED ENERGY

New insight into the material parameter B to understand the enhanced thermoelectric performance of Mg2Sn1−x−yGexSby

(2016) Weishu Liu et al.   Energy & Environmental Science

Modeling, experiments and optimization of an on-pipe thermoelectric generator

(2016) Jie Chen et al.   ENERGY CONVERSION AND MANAGEMENT

High thermoelectric performance of tellurium doped paracostibite

(2016) R. Chmielowski et al.   Journal of Materials Chemistry C

Deep learning

(2015) Yann LeCun et al.   NATURE

Realizing high figure of merit in heavy-band p-type half-Heusler thermoelectric materials

(2015) Chenguang Fu et al.   Nature Communications

Multi-objective and multi-parameter optimization of a thermoelectric generator module

(2014) Jing-Hui Meng et al.   ENERGY

Numerical simulation of nanostructured thermoelectric generator considering surface to surrounding convection

(2014) Ronil Rabari et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Convective Heat Transfer and Contact Resistances Effects on Performance of Conventional and Composite Thermoelectric Devices

(2014) B. V. K. Reddy et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME

Mechanically Robust BiSbTe Alloys with Superior Thermoelectric Performance: A Case Study of Stable Hierarchical Nanostructured Thermoelectric Materials

(2014) Yun Zheng et al.   Advanced Energy Materials

Significant ZT enhancement in p-type Ti(Co,Fe)Sb–InSb nanocomposites via a synergistic high-mobility electron injection, energy-filtering and boundary-scattering approach

(2013) W.J. Xie et al.   ACTA MATERIALIA

Periodic heating amplifies the efficiency of thermoelectric energy conversion

(2013) Yan Yan et al.   Energy & Environmental Science

Understanding of the contact of nanostructured thermoelectric n-type Bi2Te2.7Se0.3 legs for power generation applications

(2013) Weishu Liu et al.   Journal of Materials Chemistry A

Thermodynamics and thermal stress analysis of thermoelectric power generator: Influence of pin geometry on device performance

(2012) A.S. Al-Merbati et al.   APPLIED THERMAL ENGINEERING

Raising the Thermoelectric Performance of p-Type PbS with Endotaxial Nanostructuring and Valence-Band Offset Engineering Using CdS and ZnS

(2012) Li-Dong Zhao et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

High-performance bulk thermoelectrics with all-scale hierarchical architectures

(2012) Kanishka Biswas et al.   NATURE

Do we really need high thermoelectric figures of merit? A critical appraisal to the power conversion efficiency of thermoelectric materials

(2011) Dario Narducci   APPLIED PHYSICS LETTERS

Reevaluation of PbTe1−xIx as high performance n-type thermoelectric material

(2011) Aaron D. LaLonde et al.   Energy & Environmental Science

Finite element analysis and material sensitivity of Peltier thermoelectric cells coolers

(2011) J.L. PrezAparicio et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Electrical and thermal transport properties of Pb-based chalcogenides: PbTe, PbSe, and PbS

(2011) Yan-Ling Pei et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Enhanced Thermoelectric Figure of Merit of p-Type Half-Heuslers

(2011) Xiao Yan et al.   NANO LETTERS

A three-dimensional theoretical model for predicting transient thermal behavior of thermoelectric coolers

(2010) Chin-Hsiang Cheng et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

High temperature sublimation behavior of antimony in CoSb3 thermoelectric material during thermal duration test

(2010) Degang Zhao et al.   JOURNAL OF ALLOYS AND COMPOUNDS

Module Geometry and Contact Resistance of Thermoelectric Generators Analyzed by Multiphysics Simulation

(2010) D. Ebling et al.   JOURNAL OF ELECTRONIC MATERIALS

Flexible thermoelectric generator for ambient assisted living wearable biometric sensors

(2010) L. Francioso et al.   JOURNAL OF POWER SOURCES

A mathematic model of thermoelectric module with applications on waste heat recovery from automobile engine

(2009) Y.Y. Hsiao et al.   ENERGY

Increased Phonon Scattering by Nanograins and Point Defects in Nanostructured Silicon with a Low Concentration of Germanium

(2009) G. H. Zhu et al.   PHYSICAL REVIEW LETTERS

Enhanced Thermoelectric Figure-of-Merit in Nanostructured p-type Silicon Germanium Bulk Alloys

(2008) Giri Joshi et al.   NANO LETTERS

High-Thermoelectric Performance of Nanostructured Bismuth Antimony Telluride Bulk Alloys

(2008) B. Poudel et al.   SCIENCE

Cooling, Heating, Generating Power, and Recovering Waste Heat with Thermoelectric Systems

(2008) Lon E. Bell   SCIENCE