Research community previously filed under “Mechanics of Materials”

Laser-Induced Breakdown Spectroscopy and Ultrafast Surface Engineering

Mostly in the field Laser-Induced Breakdown Spectroscopy and Machine Learning for Elemental Analysis (47% of its papers)

Papers 22,494
Elements 1
Keywords & sectors 9
Leading venue Spectrochimica Acta Part B: Atomic Spectroscopy

Laser-Induced Breakdown Spectroscopy and Ultrafast Surface Engineering

This community develops laser-based techniques for rapid elemental analysis of materials and for the precise modification of solid surfaces, serving applications in industrial quality control, environmental monitoring, and advanced manufacturing.

The work centers on two primary technical streams: laser-induced breakdown spectroscopy (LIBS) for quantitative elemental detection and ultrafast laser processing for surface structuring. Recurring methods include femtosecond and nanosecond laser ablation, laser cleaning, and the generation of laser-induced periodic surface structures (LIPSS). Materials frequently analyzed or processed include stainless steel, aluminum alloys, silicon, and various thin films. Applications range from detecting heavy metals in soil and industrial emissions to fabricating functional nanostructures and cleaning optical components. The integration of machine learning for spectral data analysis is also a prominent recent theme, enhancing the precision of elemental identification in complex matrices.

The largest share of the community's output is found in yttrium research, representing 2.4% of all tracked yttrium papers, and neodymium research, representing 2.4% of all tracked neodymium papers. Silicon contributes the highest absolute number of papers within this group, with 1,961 entries.

The community comprises 22,494 papers, publishing most frequently in Spectrochimica Acta Part B: Atomic Spectroscopy, Applied Surface Science, and the Journal of Applied Physics.

Recent work focuses on multimodal learning systems that combine LIBS with acoustic signals for explainable identification, as well as the use of ultrafast lasers for micro-welding brittle optical materials and direct writing on sapphire windows.

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.

  • breakdown spectroscopy 1686
  • laser-induced breakdown 1381
  • femtosecond laser 696
  • laser induced 513
  • laser ablation 513
  • induced breakdown 332
  • pulsed laser 263
  • laser pulses 212
  • stainless steel 198
  • laser cleaning 197
  • spectroscopy libs 186
  • periodic surface 173
  • laser processing 172
  • surface structures 170
  • laser-induced plasma 162
  • ultrafast laser 153
  • nanosecond laser 151
  • laser irradiation 137
  • thin films 122
  • laser-induced periodic 121
  • aluminum alloy 119
  • machine learning 114
  • picosecond laser 109
  • femtosecond laser-induced 98

Papers behind this description

Most cited
Chemical Society Reviews · 2023 · 316 citations
International Journal of Extreme Manufacturing · 2025 · 97 citations
Nature Communications · 2025 · 71 citations
Optics & Laser Technology · 2024 · 79 citations
Applied Spectroscopy Reviews · 2024 · 72 citations
Newest
Talanta · 2025 · 22 citations
Applied Physics Reviews · 2025 · 17 citations
Optics & Laser Technology · 2025 · 15 citations
Russian Physics Journal · 2025 · 16 citations
Optics & Laser Technology · 2025 · 16 citations

A sample from the 15 papers behind this description. Create a free account to see them all.