output
20122026
most citedLearning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

226 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cond-mat.mtrl-sciShow all

5 papers · 1 filter

cond-mat.mtrl-sci2025

Short-Range Order and LiTM Probability Maps for Disordered Rocksalt Cathodes

Tzu-chen Liu, Steven B. Torrisi, Chris Wolverton

Short-range order (SRO) in the cation-disordered state is a controlling factor influencing the probability of finding Li tetrahedron clusters in disordered rocksalt (DRX) cat…

cond-mat.mtrl-sci2025★ 2 cited

Tailored ordering enables high-capacity cathode materials

Tzu-chen Liu, Adolfo Salgado-Casanova, So Yubuchi +7

Newly designed Li-ion battery cathode materials with high capacity and greater flexibility in chemical composition will be critical for the growing electric vehicles market. Cathod…

cond-mat.mtrl-sci2025

Towards High-Voltage Cathodes for Zinc-Ion Batteries: Discovery Pipeline and Material Design Rules

Roberta Pascazio, Qian Chen, Haoming Howard Li +2

Efficient energy storage systems are crucial to address the intermittency of renewable energy sources. As multivalent batteries, Zn-ion batteries (ZIBs), while inherently low volta…

cond-mat.mtrl-sci2024★ 12 cited

Interpretable Multimodal Machine Learning Analysis of X-ray Absorption Near-Edge Spectra and Pair Distribution Functions

Tanaporn Na Narong, Zoe N. Zachko, Steven B. Torrisi +1

We used interpretable machine learning to combine information from multiple heterogeneous spectra: X-ray absorption near-edge spectra (XANES) and atomic pair distribution functions…

cond-mat.mtrl-sci2017★ 6 cited

Superionic diffusion through frustrated energy landscape

D. Di Stefano, A. Miglio, K. Robeyns +12

Solid-state materials with high ionic conduction are necessary to many technologies including all-solid-state Li-ion batteries. Understanding how crystal structure dictates ionic d…