Fabrication of High-Quality Thin Solid-State Electrolyte Films Assisted by Machine Learning

Processing thin but robust electrolytes for solid-state batteries

(2021) Moran Balaish et al.   Nature Energy

A Critical Review of Machine Learning of Energy Materials

(2020) Chi Chen et al.   Advanced Energy Materials

From nanoscale interface characterization to sustainable energy storage using all-solid-state batteries

(2020) Darren H. S. Tan et al.   Nature Nanotechnology

Benchmarking the performance of all-solid-state lithium batteries

(2020) Simon Randau et al.   Nature Energy

High-energy long-cycling all-solid-state lithium metal batteries enabled by silver–carbon composite anodes

(2020) Yong-Gun Lee et al.   Nature Energy

Effect of Pressure on Lithium Metal Deposition and Stripping against Sulfide-Based Solid Electrolytes

(2020) Yuxing Wang et al.   ACS Applied Materials & Interfaces

In Situ Deprotection of Polymeric Binders for Solution‐Processible Sulfide‐Based All‐Solid‐State Batteries

(2020) Jieun Lee et al.   ADVANCED MATERIALS

Interfaces and Interphases in All-Solid-State Batteries with Inorganic Solid Electrolytes

(2020) Abhik Banerjee et al.   CHEMICAL REVIEWS

Solvent-Mediated Synthesis of Amorphous Li3PS4/Polyethylene Oxide Composite Solid Electrolytes with High Li+ Conductivity

(2020) Ethan C. Self et al.   CHEMISTRY OF MATERIALS

Between Liquid and All Solid: A Prospect on Electrolyte Future in Lithium‐Ion Batteries for Electric Vehicles

(2020) Yonatan Horowitz et al.   Energy Technology

Principal component analysis based construction and evaluation of cryptocurrency index

(2020) Agam Shah et al.   EXPERT SYSTEMS WITH APPLICATIONS

Data-driven assessment of electrode calendering process by combining experimental results, in silico mesostructures generation and machine learning

(2020) Marc Duquesnoy et al.   JOURNAL OF POWER SOURCES

A high energy and power all-solid-state lithium battery enabled by modified sulfide electrolyte film

(2020) Shuting Luo et al.   JOURNAL OF POWER SOURCES

High electronic conductivity as the origin of lithium dendrite formation within solid electrolytes

(2019) Fudong Han et al.   Nature Energy

Data-driven prediction of battery cycle life before capacity degradation

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

Boosting Rechargeable Batteries R&D by Multiscale Modeling: Myth or Reality?

(2019) Alejandro A. Franco et al.   CHEMICAL REVIEWS

Advances and Prospects of Sulfide All‐Solid‐State Lithium Batteries via One‐to‐One Comparison with Conventional Liquid Lithium Ion Batteries

(2019) Hyomyung Lee et al.   ADVANCED MATERIALS

Toward Data‐Driven Applications in Lithium‐Ion Battery Cell Manufacturing

(2019) Artem Turetskyy et al.   Energy Technology

Tracking variabilities in the simulation of Lithium Ion Battery electrode fabrication and its impact on electrochemical performance

(2019) Alexis Rucci et al.   ELECTROCHIMICA ACTA

Critical stripping current leads to dendrite formation on plating in lithium anode solid electrolyte cells

(2019) Jitti Kasemchainan et al.   NATURE MATERIALS

Sulfide‐Based Solid‐State Electrolytes: Synthesis, Stability, and Potential for All‐Solid‐State Batteries

(2019) Qing Zhang et al.   ADVANCED MATERIALS

A Hybrid Approach Using Oversampling Technique and Cost-Sensitive Learning for Bankruptcy Prediction

(2019) Tuong Le et al.   COMPLEXITY

Stack Pressure Considerations for Room‐Temperature All‐Solid‐State Lithium Metal Batteries

(2019) Jean‐Marie Doux et al.   Advanced Energy Materials

Ni‐Rich Layered Cathode Materials with Electrochemo‐Mechanically Compliant Microstructures for All‐Solid‐State Li Batteries

(2019) Sung Hoo Jung et al.   Advanced Energy Materials

Toward practical all-solid-state lithium-ion batteries with high energy density and safety: Comparative study for electrodes fabricated by dry- and slurry-mixing processes

(2018) Young Jin Nam et al.   JOURNAL OF POWER SOURCES

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

Multiscale Simulation Platform Linking Lithium Ion Battery Electrode Fabrication Process with Performance at the Cell Level

(2017) Alain C. Ngandjong et al.   Journal of Physical Chemistry Letters

Selection of Binder and Solvent for Solution-Processed All-Solid-State Battery

(2017) Kyulin Lee et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

All-Solid-State Battery Electrode Sheets Prepared by a Slurry Coating Process

(2017) Atsushi Sakuda et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Review—Practical Challenges Hindering the Development of Solid State Li Ion Batteries

(2017) Kian Kerman et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Single-step wet-chemical fabrication of sheet-type electrodes from solid-electrolyte precursors for all-solid-state lithium-ion batteries

(2017) Dae Yang Oh et al.   Journal of Materials Chemistry A

(Electro)chemical expansion during cycling: monitoring the pressure changes in operating solid-state lithium batteries

(2017) Wenbo Zhang et al.   Journal of Materials Chemistry A

A solid future for battery development

(2016) Jürgen Janek et al.   Nature Energy

Issues and Challenges for Bulk-Type All-Solid-State Rechargeable Lithium Batteries using Sulfide Solid Electrolytes

(2015) Yoon Seok Jung et al.   ISRAEL JOURNAL OF CHEMISTRY

A sulphide lithium super ion conductor is superior to liquid ion conductors for use in rechargeable batteries

(2013) Yoshikatsu Seino et al.   Energy & Environmental Science

A lithium superionic conductor

(2011) Noriaki Kamaya et al.   NATURE MATERIALS