Research community previously filed under “Geophysics”

High-Pressure Phase Stability and Superconductivity in Hydrogen-Rich and Transition-Metal Systems

Mostly in the field High-Pressure Superconductivity, Topological Materials, and Machine-Learned Atomistics (55% of its papers), one of 4 communities there

Papers 27,328
Elements 5
Keywords & sectors 11
Leading venue Physical Review B

High-Pressure Phase Stability and Superconductivity in Hydrogen-Rich and Transition-Metal Systems

This community investigates the structural, electronic, and magnetic behavior of materials under extreme pressure and temperature, with a specific focus on identifying stable phases and superconducting properties in hydrogen-rich compounds and transition-metal systems.

The work centers on determining phase diagrams and crystal structures using first-principles calculations, molecular dynamics, and density functional theory. Key experimental methods include diamond anvil cell compression, shock compression, and X-ray diffraction. The research frequently targets hydride superconductors, iron-based superconductors, and the electronic structure of metals like iron, hydrogen, and carbon. Machine learning and Monte Carlo simulations are increasingly used to predict stability and optimize material properties under these extreme conditions.

This research is most prominent in the study of iron, where it constitutes 0.7% of all tracked iron research and accounts for 2,660 papers. It also represents 0.4% of carbon research (3,169 papers) and 0.4% of hydrogen research (2,534 papers).

The community comprises 27,328 papers, primarily published in Physical Review B, Journal of Applied Physics, and Physical Review Letters.

Recent work continues to focus on the maximum critical temperature of conventional superconductors at ambient pressure and the development of machine learning workflows for the inverse design of functional materials.

Recurring themes in the literature

Phrases that recur across this community's paper titles -- a quick map of its sub-topics, drawn straight from the titles themselves.

  • density functional 220
  • phase transition 188
  • molecular dynamics 178
  • functional theory 177
  • electronic structure 156
  • crystal structure 152
  • phase transitions 133
  • x-ray diffraction 127
  • machine learning 119
  • warm dense 112
  • phase diagram 110
  • diamond anvil 110
  • first-principles calculations 101
  • structural electronic 91
  • thin films 89
  • pressure temperature 87
  • transition metal 87
  • anvil cell 82
  • lower mantle 73
  • monte carlo 71
  • iron-based superconductors 66
  • phase transformation 65
  • ambient pressure 60
  • shock compression 59

Papers behind this description

Most cited
Physical Review Letters · 2022 · 459 citations
Physical Review Letters · 2024 · 150 citations
Nature Communications · 2021 · 548 citations
Desy Publications Database (Deutsches Elektronen-Synchrotron DESY) · 2022 · 333 citations
Acta Crystallographica Section B Structural Science Crystal Engineering and Materials · 2024 · 85 citations
Newest
Nature Communications · 2025 · 24 citations
npj Computational Materials · 2026 · 13 citations
The Journal of Physical Chemistry C · 2026 · 11 citations
JACS Au · 2025 · 10 citations

A sample from the 16 papers behind this description. Create a free account to see them all.