logo
ResearchBunny Logo
Machine learning-aided first-principles calculations of redox potentials

Chemistry

Machine learning-aided first-principles calculations of redox potentials

R. Jinnouchi, F. Karsai, et al.

Discover an innovative approach that blends first-principles calculations with machine learning to predict redox potentials with impressive accuracy. This groundbreaking research from Ryosuke Jinnouchi, Ferenc Karsai, and Georg Kresse offers insights into essential half-cell reactions like Fe³⁺/Fe²⁺ and more!... show more
Citation Metrics
Citations
33
Influential Citations
0
Reference Count
112
Citation by Year

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

Related Publications

Explore these studies to deepen your understanding of the subject.

Accelerated identification of equilibrium structures of multicomponent inorganic crystals using machine learning potentials
Engineering and Technology

Accelerated identification of equilibrium structures of multicomponent inorganic crystals using machine learning potentials

S. Kang, W. Jeong, et al.

AdsorbML: a leap in efficiency for adsorption energy calculations using generalizable machine learning potentials
Chemistry

AdsorbML: a leap in efficiency for adsorption energy calculations using generalizable machine learning potentials

J. Lan, A. Palizhati, et al.

Machine learning modeling practices to support the principles of AI and ethics in nutrition research
Health and Fitness

Machine learning modeling practices to support the principles of AI and ethics in nutrition research

D. M. Thomas, S. Kleinberg, et al.

Machine learning-aided design and screening of an emergent protein function in synthetic cells
Biology

Machine learning-aided design and screening of an emergent protein function in synthetic cells

S. Kohyama, B. P. Frohn, et al.

Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny