Concepedia

Yumin Zhang

YZ

6

Publications

206

Citations

6

H-Index

2020

Active since

Affiliations

Carnegie Mellon University(Current)

Yumin Zhang is an author at Carnegie Mellon University specializing in engineering, electrochemistry, and chemistry.

Top concepts

EngineeringChemistryElectrochemistryMaterial ScienceBatteriesEnergy StorageBattery AdditivesChemical EngineeringData ScienceMachine Learning

Publications per year

2020–2025

6

Publications

6

A predictive machine learning force-field framework for liquid electrolyte development

Sheng Gong, Yumin Zhang, Zhenliang Mu et al. · Nature Machine Intelligence · 2025 · 49 citations

Liquid Electrolyte Development, Engineering, Machine Learning +4

Engineering Solid Electrolyte Interphase Composition by Assessing Decomposition Pathways of Fluorinated Organic Solvents in Lithium Metal Batteries

Yumin Zhang, Dilip Krishnamurthy, Venkatasubramanian Viswanathan · Journal of The Electrochemical Society · 2020 · 42 citations · Full text

Engineering, Electrode-electrolyte Interface, Chemistry +16

Not All Fluorination Is the Same: Unique Effects of Fluorine Functionalization of Ethylene Carbonate for Tuning Solid-Electrolyte Interphase in Li Metal Batteries

Yumin Zhang, Venkatasubramanian Viswanathan · Langmuir · 2020 · 37 citations

Design Rules for Selecting Fluorinated Linear Organic Solvents for Li Metal Batteries

Yumin Zhang, Venkatasubramanian Viswanathan · The Journal of Physical Chemistry Letters · 2021 · 30 citations · Full text

Engineering, Li Metal Batteries, Organic Chemistry +16

A Minimal Information Set To Enable Verifiable Theoretical Battery Research

Aashutosh Mistry, Ankit Verma, Shashank Sripad et al. · ACS Energy Letters · 2021 · 29 citations · Full text

Rows per page

1–5 of 6