Latest Research in Mass Spectrometry Techniques and Applications

6 research papers · 2026 median publication year

Top Research Topics in Mass Spectrometry Techniques and Applications

Highest-Cited Papers

  1. Multimodal deep learning from spectra for small-molecule structure identification: enhancing robustness with mixed-condition training
  2. Hypothesis‐and‐Refinement Learning of Organic Structures From Multimodal Spectroscopic Data
  3. MarkitS: an image-to-SMILES parsing workflow for Markush structures
  4. MM-Spectrum: Multimodal Multi-spectral Molecular Structural Elucidation with a Stable MoE Framework
  5. TRACE-Chem: Symmetry-Aware Counterfactual Reasoning over Typed Evidence Graphs for Verifiable Multimodal Chemical Record Extraction
  6. TIMSImaging: An open and interoperable workflow for trapped ion mobility mass spectrometry imaging data processing and visualization
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.