Designed high-performance lithium-ion battery electrodes using a novel hybrid model-data driven approach

New Concepts in Electrolytes

(2020) Matthew Li et al.   CHEMICAL REVIEWS

Lithium–Oxygen Batteries and Related Systems: Potential, Status, and Future

(2020) Won-Jin Kwak et al.   CHEMICAL REVIEWS

Electrode scale and electrolyte transport effects on extreme fast charging of lithium-ion cells

(2020) Andrew M. Colclasure et al.   ELECTROCHIMICA ACTA

Three-dimensional cathode with periodically aligned microchannels for improving volumetric energy density of lithium-ion batteries

(2020) Huisu Jeong et al.   JOURNAL OF POWER SOURCES

Closed-loop optimization of fast-charging protocols for batteries with machine learning

(2020) Peter M. Attia et al.   NATURE

Atomic-scale structural evolution of electrode materials in Li-ion batteries: a review

(2020) Yi-Ru Ji et al.   RARE METALS

4D imaging of lithium-batteries using correlative neutron and X-ray tomography with a virtual unrolling technique

(2020) Ralf F. Ziesche et al.   Nature Communications

3D Vertically Aligned Li Metal Anodes with Ultrahigh Cycling Currents and Capacities of 10 mA cm −2 /20 mAh cm −2 Realized by Selective Nucleation within Microchannel Walls

(2020) Xuejie Gao et al.   Advanced Energy Materials

Recent Progress in Solid Electrolytes for Energy Storage Devices

(2020) Tingting Ye et al.   ADVANCED FUNCTIONAL MATERIALS

A 2D Titanium Carbide MXene Flexible Electrode for High‐Efficiency Light‐Emitting Diodes

(2020) Soyeong Ahn et al.   ADVANCED MATERIALS

Toward Designing Highly Conductive Polymer Electrolytes by Machine Learning Assisted Coarse-Grained Molecular Dynamics

(2020) Yanming Wang et al.   CHEMISTRY OF MATERIALS

MXenes – The fastest growing materials family in the two-dimensional world

(2020) Bin Xu et al.   CHINESE CHEMICAL LETTERS

Bringing forward the development of battery cells for automotive applications: Perspective of R&D activities in China, Japan, the EU and the USA

(2020) Mario Marinaro et al.   JOURNAL OF POWER SOURCES

A reflection on lithium-ion battery cathode chemistry

(2020) Arumugam Manthiram   Nature Communications

Enhanced performance of solid-state lithium-air batteries with continuous 3D garnet network added composite polymer electrolyte

(2020) Shidong Song et al.   JOURNAL OF POWER SOURCES

Using chronoamperometry to rapidly measure and quantitatively analyse rate-performance in battery electrodes

(2020) Ruiyuan Tian et al.   JOURNAL OF POWER SOURCES

Engineering the interface for promoting ionic/electronic transmission of organic flexible supercapacitors with high volumetric energy density

(2020) Shuai Zou et al.   JOURNAL OF POWER SOURCES

Diagnosing and correcting anode-free cell failure via electrolyte and morphological analysis

(2020) A. J. Louli et al.   Nature Energy

Recent progress in developing Li2S cathodes for Li–S batteries

(2020) Shiqi Li et al.   Energy Storage Materials

Machine learning assisted materials design and discovery for rechargeable batteries

(2020) Yue Liu et al.   Energy Storage Materials

Taking MXenes from the lab to commercial products

(2020) Christopher E. Shuck et al.   CHEMICAL ENGINEERING JOURNAL

Designer uniform Li plating/stripping through lithium–cobalt alloying hierarchical scaffolds for scalable high-performance lithium-metal anodes

(2020) Xinhua Liu et al.   Journal of Energy Chemistry

Challenges and opportunities toward fast-charging of lithium-ion batteries

(2020) Wenlong Xie et al.   Journal of Energy Storage

Scalable Manufacturing of Large and Flexible Sheets of MXene/Graphene Heterostructures

(2019) Meng-Qiang Zhao et al.   Advanced Materials Technologies

Data-driven prediction of battery cycle life before capacity degradation

(2019) Kristen A. Severson et al.   Nature Energy

Pathways for practical high-energy long-cycling lithium metal batteries

(2019) Jun Liu et al.   Nature Energy

Fast Charging Lithium Batteries: Recent Progress and Future Prospects

(2019) Gao‐Long Zhu et al.   Small

Modeling of lithium plating and lithium stripping in lithium-ion batteries

(2019) Christian von Lüders et al.   JOURNAL OF POWER SOURCES

A Critical Review on Functionalization of Air-Cathodes for Nonaqueous Li-O2 Batteries

(2019) Moran Balaish et al.   ADVANCED FUNCTIONAL MATERIALS

Quantifying Reaction and Rate Heterogeneity in Battery Electrodes in 3D through Operando X-ray Diffraction Computed Tomography

(2019) Hao Liu et al.   ACS Applied Materials & Interfaces

Rational design of multi-functional CoS@rGO composite for performance enhanced Li-S cathode

(2019) Cong Gao et al.   JOURNAL OF POWER SOURCES

Spatially Resolving Lithiation in Silicon–Graphite Composite Electrodes via in Situ High-Energy X-ray Diffraction Computed Tomography

(2019) Donal P. Finegan et al.   NANO LETTERS

Vertically-aligned nanostructures for electrochemical energy storage

(2019) Xue Wang et al.   Nano Research

Three-Dimensional Garnet Framework-Reinforced Solid Composite Electrolytes with High Lithium-Ion Conductivity and Excellent Stability

(2019) Zhuo Li et al.   ACS Applied Materials & Interfaces

Investigating the thermal runaway mechanisms of lithium-ion batteries based on thermal analysis database

(2019) Xuning Feng et al.   APPLIED ENERGY

An experimental and analytical study of thermal runaway propagation in a large format lithium ion battery module with NCM pouch-cells in parallel

(2019) Shang Gao et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Improving the graphite/electrolyte interface in lithium-ion battery for fast charging and low temperature operation: Fluorosulfonyl isocyanate as electrolyte additive

(2019) Junli Shi et al.   JOURNAL OF POWER SOURCES

Developments in X-ray tomography characterization for electrochemical devices

(2019) Thomas M.M. Heenan et al.   Materials Today

A stable artificial protective layer for high capacity dendrite-free lithium metal anode

(2019) Zhipeng Wen et al.   Nano Research

Quantifying the factors limiting rate performance in battery electrodes

(2019) Ruiyuan Tian et al.   Nature Communications

Thick Electrode Batteries: Principles, Opportunities, and Challenges

(2019) Yudi Kuang et al.   Advanced Energy Materials

Quantifying the Trade‐Off between Absolute Capacity and Rate Performance in Battery Electrodes

(2019) Sang‐Hoon Park et al.   Advanced Energy Materials

High areal capacity battery electrodes enabled by segregated nanotube networks

(2019) Sang-Hoon Park et al.   Nature Energy

Make more digital twins

(2019) Fei Tao et al.   NATURE

Fundamentals of inorganic solid-state electrolytes for batteries

(2019) Theodosios Famprikis et al.   NATURE MATERIALS

Macroscopic Carbon Nanotube Structures for Lithium Batteries

(2019) Yufeng Luo et al.   Small

3D pomegranate-like structures of porous carbon microspheres self-assembled by hollow thin-walled highly-graphitized nanoballs as sulfur immobilizers for Li–S batteries

(2019) Shengnan Liu et al.   Nano Energy

Thermal Runaway Triggered by Plated Lithium on the Anode after Fast Charging

(2019) Yalun Li et al.   ACS Applied Materials & Interfaces

Electrolyte Regulation towards Stable Lithium Metal Anode in Lithium-Sulfur Batteries with Sulfurized Polyacrylonitrile Cathode

(2019) Wei-Jing Chen et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Aerosol-assisted synthesis of porous and hollow carbon-carbon nanotube composite microspheres as sulfur host materials for high-performance Li-S batteries

(2019) Gi Dae Park et al.   APPLIED SURFACE SCIENCE

Liquid-exfoliated graphene as highly efficient conductive additives for cathodes in lithium ion batteries

(2019) Jingshi Wang et al.   CARBON

Electrochemical Thermal-Mechanical Modelling of Stress Inhomogeneity in Lithium-Ion Pouch Cells

(2019) Weilong Ai et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Promoting Transport Kinetics in Li-Ion Battery with Aligned Porous Electrode Architectures

(2019) Xiao Zhang et al.   NANO LETTERS

Operando probing ion and electron transport in porous electrodes

(2019) Singyuk Hou et al.   Nano Energy

Design and interface optimization of a sandwich-structured cathode for lithium-sulfur batteries

(2019) Wei Yuan et al.   CHEMICAL ENGINEERING JOURNAL

3D printing nanocomposite gel-based thick electrode enabling both high areal capacity and rate performance for lithium-ion battery

(2019) Chuang Sun et al.   CHEMICAL ENGINEERING JOURNAL

An electrolyte additive capable of scavenging HF and PF5 enables fast charging of lithium-ion batteries in LiPF6-based electrolytes

(2019) Jung-Gu Han et al.   JOURNAL OF POWER SOURCES

The intrinsic behavior of lithium fluoride in solid electrolyte interphases on lithium

(2019) Mingfu He et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Cloud manufacturing paradigm with ubiquitous robotic system for product customization

(2019) Zhinan Zhang et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Toward Optimal Performance and In-Depth Understanding of Spinel Li4 Ti5 O12 Electrodes through Phase Field Modeling

(2018) Alexandros Vasileiadis et al.   ADVANCED FUNCTIONAL MATERIALS

MoS2 -on-MXene Heterostructures as Highly Reversible Anode Materials for Lithium-Ion Batteries

(2018) Chi Chen et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Model-based thermal runaway prediction of lithium-ion batteries from kinetics analysis of cell components

(2018) Dongsheng Ren et al.   APPLIED ENERGY

A highly stabilized nickel-rich cathode material by nanoscale epitaxy control for high-energy lithium-ion batteries

(2018) Junhyeok Kim et al.   Energy & Environmental Science

In situ encapsulation of tin oxide and cobalt oxide composite in porous carbon for high-performance energy storage applications

(2018) Bhupender Pal et al.   JOURNAL OF ELECTROANALYTICAL CHEMISTRY

Imaging of the Li spatial distribution within V 2 O 5 cathode in a coin cell by neutron computed tomography

(2018) Yuxuan Zhang et al.   JOURNAL OF POWER SOURCES

Li plating as unwanted side reaction in commercial Li-ion cells – A review

(2018) Thomas Waldmann et al.   JOURNAL OF POWER SOURCES

Factors Limiting Li + Charge Transfer Kinetics in Li-Ion Batteries

(2018) T. Richard Jow et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Investigation of Lithium Plating-Stripping Process in Li-Ion Batteries at Low Temperature Using an Electrochemical Model

(2018) Dongsheng Ren et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Three-Dimensional, Solid-State Mixed Electron–Ion Conductive Framework for Lithium Metal Anode

(2018) Shaomao Xu et al.   NANO LETTERS

Rechargeable solid-state Li-air batteries: a status report

(2018) Chu-Shu Yang et al.   RARE METALS

The lithium-ion battery: State of the art and future perspectives

(2018) Ghassan Zubi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Recent Progress of the Solid-State Electrolytes for High-Energy Metal-Based Batteries

(2018) Lei Fan et al.   Advanced Energy Materials

Stabilization of a High-Capacity and High-Power Nickel-Based Cathode for Li-Ion Batteries

(2018) Xiaoqiao Zeng et al.   Chem

Review on modeling of the anode solid electrolyte interphase (SEI) for lithium-ion batteries

(2018) Aiping Wang et al.   npj Computational Materials

Advanced 3D Current Collectors for Lithium-Based Batteries

(2018) Song Jin et al.   ADVANCED MATERIALS

Revealing the Rate-Limiting Li-Ion Diffusion Pathway in Ultrathick Electrodes for Li-Ion Batteries

(2018) Han Gao et al.   Journal of Physical Chemistry Letters

State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach

(2018) Ephrem Chemali et al.   JOURNAL OF POWER SOURCES

Effects of Polymer Coatings on Electrodeposited Lithium Metal

(2018) Jeffrey Lopez et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Quantifying Tortuosity of Porous Li-Ion Battery Electrodes: Comparing Polarization-Interrupt and Blocking-Electrolyte Methods

(2018) Fezzeh Pouraghajan et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Machine learning for molecular and materials science

(2018) Keith T. Butler et al.   NATURE

Thickness-independent capacitance of vertically aligned liquid-crystalline MXenes

(2018) Yu Xia et al.   NATURE

Chinese knot-like electrode design for advanced Li-S batteries

(2018) Chunlong Dai et al.   Nano Energy

3D-Printed Graphene Oxide Framework with Thermal Shock Synthesized Nanoparticles for Li-CO2 Batteries

(2018) Yun Qiao et al.   ADVANCED FUNCTIONAL MATERIALS

Guiding Uniform Li Plating/Stripping through Lithium-Aluminum Alloying Medium for Long-Life Li Metal Batteries

(2018) Huan Ye et al.   ANGEWANDTE CHEMIE-INTERNATIONAL EDITION

Before Li Ion Batteries

(2018) Martin Winter et al.   CHEMICAL REVIEWS

Cationic Surfactant-Based Electrolyte Additives for Uniform Lithium Deposition via Lithiophobic Repulsion Mechanisms

(2018) Hongliu Dai et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

An ion redistributor for dendrite-free lithium metal anodes

(2018) Chen-Zi Zhao et al.   Science Advances

Polar and conductive iron carbide@N-doped porous carbon nanosheets as a sulfur host for high performance lithium sulfur batteries

(2018) Yazhou Wang et al.   CHEMICAL ENGINEERING JOURNAL

Composite solid electrolytes for all-solid-state lithium batteries

(2018) Mahmut Dirican et al.   MATERIALS SCIENCE & ENGINEERING R-REPORTS

Holistic computational structure screening of more than 12 000 candidates for solid lithium-ion conductor materials

(2017) Austin D. Sendek et al.   Energy & Environmental Science

Digital twin-driven product design, manufacturing and service with big data

(2017) Fei Tao et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Li(Ni,Co,Al)O2 Cathode Delithiation: A Combination of Topological Analysis, Density Functional Theory, Neutron Diffraction, and Machine Learning Techniques

(2017) Roman A. Eremin et al.   Journal of Physical Chemistry C

Enabling fast charging – A battery technology gap assessment

(2017) Shabbir Ahmed et al.   JOURNAL OF POWER SOURCES

Modeling of lithium plating induced aging of lithium-ion batteries: Transition from linear to nonlinear aging

(2017) Xiao-Guang Yang et al.   JOURNAL OF POWER SOURCES

An electrochemical-thermal coupled overcharge-to-thermal-runaway model for lithium ion battery

(2017) Dongsheng Ren et al.   JOURNAL OF POWER SOURCES

Degradation diagnostics for lithium ion cells

(2017) Christoph R. Birkl et al.   JOURNAL OF POWER SOURCES

Review—Electrodeposition of Nanostructured Materials from Aqueous, Organic and Ionic Liquid Electrolytes for Li-Ion and Na-Ion Batteries: A Comparative Review

(2017) Abhishek Lahiri et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

A carbon-based 3D current collector with surface protection for Li metal anode

(2017) Ying Zhang et al.   Nano Research

Charge delivery goes the distance

(2017) Hui-Ming Cheng et al.   SCIENCE

Three-dimensional holey-graphene/niobia composite architectures for ultrahigh-rate energy storage

(2017) Hongtao Sun et al.   SCIENCE

Intragranular cracking as a critical barrier for high-voltage usage of layer-structured cathode for lithium-ion batteries

(2017) Pengfei Yan et al.   Nature Communications

Hierarchically Porous, Ultrathick, “Breathable” Wood-Derived Cathode for Lithium-Oxygen Batteries

(2017) Huiyu Song et al.   Advanced Energy Materials

Enabling high-volumetric-energy-density supercapacitors: designing open, low-tortuosity heteroatom-doped porous carbon-tube bundle electrodes

(2017) Jing Zhao et al.   Journal of Materials Chemistry A

3D printing technologies for electrochemical energy storage

(2017) Feng Zhang et al.   Nano Energy

Highly compressible, binderless and ultrathick holey graphene-based electrode architectures

(2017) Steven D. Lacey et al.   Nano Energy

Making Li-metal electrodes rechargeable by controlling the dendrite growth direction

(2017) Yadong Liu et al.   Nature Energy

Electrolyte additive enabled fast charging and stable cycling lithium metal batteries

(2017) Jianming Zheng et al.   Nature Energy

Lithium battery chemistries enabled by solid-state electrolytes

(2017) Arumugam Manthiram et al.   Nature Reviews Materials

Supercapacitor Electrodes Based on High-Purity Electrospun Polyaniline and Polyaniline–Carbon Nanotube Nanofibers

(2016) Silas K. Simotwo et al.   ACS Applied Materials & Interfaces

Graphene Oxide-Based Electrode Inks for 3D-Printed Lithium-Ion Batteries

(2016) Kun Fu et al.   ADVANCED MATERIALS

How a very trace amount of graphene additive works for constructing an efficient conductive network in LiCoO 2 -based lithium-ion batteries

(2016) Rui Tang et al.   CARBON

Multi-scale computation methods: Their applications in lithium-ion battery research and development

(2016) Siqi Shi et al.   Chinese Physics B

A computational intelligence scheme for estimating electrical conductivity of ternary mixtures containing ionic liquids

(2016) Mohsen Hosseinzadeh et al.   JOURNAL OF MOLECULAR LIQUIDS

Multiscale modeling of lithium-ion battery electrodes based on nano-scale X-ray computed tomography

(2016) Ali Ghorbani Kashkooli et al.   JOURNAL OF POWER SOURCES

Relating the 3D electrode morphology to Li-ion battery performance; a case for LiFePO 4

(2016) Zhao Liu et al.   JOURNAL OF POWER SOURCES

Thick electrodes for Li-ion batteries: A model based analysis

(2016) Timo Danner et al.   JOURNAL OF POWER SOURCES

Enhanced Imaging of Lithium Ion Battery Electrode Materials

(2016) Moshiel Biton et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Interplay of Operational Parameters on Lithium Deposition in Lithium-Ion Cells: Systematic Measurements with Reconstructed 3-Electrode Pouch Full Cells

(2016) Thomas Waldmann et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

The Development and Future of Lithium Ion Batteries

(2016) George E. Blomgren   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Reduced Graphene Oxide Films with Ultrahigh Conductivity as Li-Ion Battery Current Collectors

(2016) Yanan Chen et al.   NANO LETTERS

Biomimetic Ant-Nest Electrode Structures for High Sulfur Ratio Lithium–Sulfur Batteries

(2016) Guo Ai et al.   NANO LETTERS

Layer-by-layer assembled (high-energy carbon nanotube/conductive carbon nanotube)n nanocomposites for high volumetric capacitance supercapacitor electrodes

(2016) Dongyeeb Shin et al.   RSC Advances

Magnetically aligned graphite electrodes for high-rate performance Li-ion batteries

(2016) Juliette Billaud et al.   Nature Energy

High-performance battery electrodes via magnetic templating

(2016) J. S. Sander et al.   Nature Energy

Characterization of penetration induced thermal runaway propagation process within a large format lithium ion battery module

(2015) Xuning Feng et al.   JOURNAL OF POWER SOURCES

Correlating Microstructural Lithium Metal Growth with Electrolyte Salt Depletion in Lithium Batteries Using 7Li MRI

(2015) Hee Jung Chang et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Thick Electrodes for High Energy Lithium Ion Batteries

(2015) M. Singh et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Optimizing Areal Capacities through Understanding the Limitations of Lithium-Ion Electrodes

(2015) Kevin G. Gallagher et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

In-operando high-speed tomography of lithium-ion batteries during thermal runaway

(2015) Donal P. Finegan et al.   Nature Communications

High rate and stable cycling of lithium metal anode

(2015) Jiangfeng Qian et al.   Nature Communications

A “non-linear” quantitative structure–property relationship for the prediction of electrical conductivity of ionic liquids

(2013) Farhad Gharagheizi et al.   CHEMICAL ENGINEERING SCIENCE

Lithium metal anodes for rechargeable batteries

(2013) Wu Xu et al.   Energy & Environmental Science

Smart manufacturing, manufacturing intelligence and demand-dynamic performance

(2012) Jim Davis et al.   COMPUTERS & CHEMICAL ENGINEERING

FIB/SEM-based calculation of tortuosity in a porous LiCoO2 cathode for a Li-ion battery

(2012) T. Hutzenlaub et al.   ELECTROCHEMISTRY COMMUNICATIONS

The effect of local current density on electrode design for lithium-ion batteries

(2012) Ming Wang et al.   JOURNAL OF POWER SOURCES

Model-based simultaneous optimization of multiple design parameters for lithium-ion batteries for maximization of energy density

(2012) Sumitava De et al.   JOURNAL OF POWER SOURCES

Investigation of the active thickness of solid oxide fuel cell electrodes using a 3D microstructure model

(2011) Qiong Cai et al.   ELECTROCHIMICA ACTA

Lithium-ion batteries. A look into the future

(2011) Bruno Scrosati et al.   Energy & Environmental Science

Using artificial neural network to predict the ternary electrical conductivity of ionic liquid systems

(2011) Ali Zeinolabedini Hezave et al.   FLUID PHASE EQUILIBRIA

Li–O2 and Li–S batteries with high energy storage

(2011) Peter G. Bruce et al.   NATURE MATERIALS

A review of the features and analyses of the solid electrolyte interphase in Li-ion batteries

(2010) Pallavi Verma et al.   ELECTROCHIMICA ACTA

Ionic-liquid materials for the electrochemical challenges of the future

(2009) Michel Armand et al.   NATURE MATERIALS