354 citations · 535 across the 13 of their papers we have counts for
3 papers · 1 filter
Material gain and eight-band k.p description for selected perovskites
Krzysztof Gawarecki, Michał Wiśniewski, Maciej Polak +2
In this work, we present a ready-to-use symmetry invariant expansion form of the eight-band k.p Hamiltonian for inorganic and organic metal halide perovskites (CsPbX and MAPbX$…
Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering
Maciej P. Polak, Dane Morgan
There has been a growing effort to replace manual extraction of data from research papers with automated data extraction based on natural language processing, language models, and…
Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models
Maciej P. Polak, Shrey Modi, Anna Latosinska +5
Accurate and comprehensive material databases extracted from research papers are crucial for materials science and engineering, but their development requires significant human eff…