Laser-Induced Breakdown Spectroscopy

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2 papers in the last four weeks, down 33% on the four weeks before. 0.0% of all new papers.

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  1. Response-state Learning for Transferable Vibrational Spectroscopic Characterization with Electron Prior

    Sep 24, 2026Zetong Li, Zhuosong Xie, Hengyu Fan +6Laser-Induced Breakdown SpectroscopyQuantum Chemistry

    Innovation Center for AI and Drug Discovery, School of Pharmacy, East China Normal University, Shanghai 200062, China.

  2. Robust small-molecule identification from incomplete, degraded, and inconsistent spectra using multimodal mixed-condition training

    Sep 13, 2026Bowen Gao, Lei Zhu, Yiying Wang +1Laser-Induced Breakdown SpectroscopyMissing Modalities

    State Key Laboratory of Materials for Integrated Circuits, Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences, 865 Changning Road, Shanghai 200050, China

  3. S3C-LLM: Skill-Code Guided Agentic Language Models for Spectrum-to-Structure Elucidation

    Aug 31, 2026Xuanle Zhao, Xinyuan Cai, Xiang Cheng +1Laser-Induced Breakdown SpectroscopyMolecular Generation

    The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences · School of Artificial Intelligence, University of Chinese Academy of Sciences

  4. Simulation-to-real transfer learning for infrared spectroscopic chemical sensing and analysis from molecules to complex samples

    Aug 13, 2026Yusen Tan, Yixuan Chen, Zheng Fang +8Laser-Induced Breakdown SpectroscopyInfrared

    Information Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511453, China · College of Computer Science and Technology, Jilin University, Changchun 130012, China · School of Computer Science, University of Auckland, Auckland 1142, New Zealand +3

  5. Two-Stage Deformable-Convolutional Inverse Design of Nanophotonic Absorbers from Optical Spectra

    Aug 12, 2026Waleed Waseer, Muhammad Shahid Jabbar, Muhammad Sohail Ibrahim +1NanophotonicMetamaterials

    School of Physics and State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, 610054, China · SDAIA-KFUPM Joint Research Center for Artificial Intelligence, King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia · Interdisciplinary Research Center for Intelligent Secure Systems (IRC-ISS), King Fahd University of Petroleum & Minerals, Dhahran, 31261, Saudi Arabia +1

  6. From field-scale to large-scale spectral libraries: Tabular foundation models in soil spectroscopy

    Aug 1, 2026Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers +1SoilLaser-Induced Breakdown Spectroscopy

    Osnabrück University, Joint Lab Artificial Intelligence and Data Science, Osnabrück, Germany · Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Department of Agromechatronics, Potsdam, Germany · German Research Center for Artificial Intelligence (DFKI), Cooperative and Autonomous Systems (CAS), Osnabrück, Germany

  7. Rethinking Total Absorption Gamma Spectroscopy Deconvolution: Supervised Machine Learning vs Response-Matrix Methods

    Jul 30, 2026J. Balibrea-Correa, E. N{á}cher, C. Fonseca-Vargas +1Cosmic-Ray Syntactic PoolLaser-Induced Breakdown Spectroscopy

    Instituto de Física Corpuscular, CSIC - Universidad de Valencia, Spain, 46980, Valencia, Spain

  8. Robust Wavelength Selection for Partial Least Squares Sugar Content Estimation Using Combinatorial Bayesian Optimization

    Jul 30, 2026Mitsunobu Kanebako, Ami S. Koshikawa, Masaru Hitomi +4Least SquaresLaser-Induced Breakdown Spectroscopy

    Graduate School of Information Sciences, Tohoku University, Miyagi 980-8564, Japan · DIC Corporation, Tokyo 103-8233, Japan · Department of Physics, Institute of Science Tokyo, Tokyo 152-8551, Japan +2

  9. Hypothesis-and-Refinement Learning of Organic Structures from Multimodal Spectroscopic Data

    Jul 22, 2026Chengchun Liu, Zhiyuan Yan, Li Yuan +5Laser-Induced Breakdown SpectroscopyMolecules

    School of AI for Science, Peking University Shenzhen Graduate School, Shenzhen 518055, China · State Key Laboratory of Advanced Waterproof Materials, School of Materials Science and Engineering, Peking University, Beijing 100871, China · School of Electronic and Computer Engineering, Peking University Shenzhen Graduate School, Shenzhen 518055, China +6

  10. A Standard Processing Pipeline for High-accuracy Measurement of Few-shot Regression on Laser Induced Breakdown Spectroscopy

    Jun 20, 2026Hao LiLaser-Induced Breakdown SpectroscopyFew-Shot Learning

    Electrical and Computer Engineering University of Arizona Tucson, USA

  11. Reconstructing Randomly Masked Spectra Helps DNNs Identify Discriminant Wavenumbers

    Jun 19, 2026Yingying Wu, Jinchao Liu, Yan Wang +3Laser-Induced Breakdown Spectroscopy

    Institute of Robotics and Automatic Information System (IRAIS), College of Artificial Intelligence, Nankai University, China · VisionMetric Ltd, Canterbury, Kent, UK · School of Physics and Astronomy, University of Kent, UK +1

  12. Rejections Based on Predictive Uncertainty Enable Reliable Routine Soil Spectroscopy

    Jun 19, 2026Jonas Schmidinger, Robin Gebbers, Marc-Olivier Gasser +3SoilLaser-Induced Breakdown Spectroscopy

    Joint Lab Artificial Intelligence and Data Science, Osnabrück University, Osnabrück, Germany. · Department of Agromechatronics, Leibniz Institute for Agricultural Engineering and Bioeconomy (ATB), Potsdam, Germany. · Research and Development Institute for the Agri-environment (IRDA), Qu´ebec City, Canada. +1

  13. Equivariant Graph Neural Networks Improve Optical Spectra Prediction for Materials Screening

    Jun 17, 2026Kasper Helverskov Petersen, François R J Cornet, Martin Ovesen +3Graph Neural NetworksLaser-Induced Breakdown Spectroscopy

    Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark · Department of Physics, Technical University of Denmark, Kongens Lyngby, Denmark

  14. Multi-Adapter PPO: A Cross-Attention Enhanced Wavelength Selection Framework for LIBS Quantitative Analysis

    Jun 16, 2026Hao Li, Man Fung ZhuoLaser-Induced Breakdown SpectroscopyFrictive Policy Optimization

    Electrical and Computer Engineering · University of Arizona · Tucson, USA

  15. Operator-Guided Model Reduction for Generative Sampling in Lattice Field Theory

    May 11, 2026Moxian QianEffective Field TheoryMarkovian Sampling

    Johannes Gutenberg University Mainz, 55128 Mainz, Germany

  16. SpecX: A Large-Scale Benchmark for Multi-Modal Spectroscopy and Cross-Paradigm Evaluation

    May 11, 2026Chengrui Xiang, Tengfei Ma, Yujie Chen +3Laser-Induced Breakdown SpectroscopyLarge-Scale Benchmark

    College of Computer Science and Technology, Hunan University, Changsha, China

  17. Machine Learning Enhanced Laser Spectroscopy for Multi-Species Gas Detection in Complex and Harsh Environments

    May 2, 2026Mohamed SyLaser-Induced Breakdown SpectroscopyMobile Gas Sensor Trajectories Govern Hydrogen Leak Detection

    King Abdullah University of Science and Technology Thuwal, Kingdom of Saudi Arabia

  18. VibroML: an automated toolkit for high-throughput vibrational analysis and dynamic instability remediation of crystalline materials using machine-learned potentials

    Apr 30, 2026Rogério Almeida Gouvêa, Gian-Marco RignaneseInteratomic PotentialsCrystal

    Institute of Condensed Matter and Nanosciences, Universit´e Catholique de Louvain, Louvain-la-Neuve,2026 Belgium. · WEL Research Institute, Avenue Pasteur 6, Wavre, Belgium.

  19. Adaptable phase retrieval for coherent transition radiation spectroscopy based on differentiable physics information

    Apr 28, 2026Ritz Ann Aguilar, Maxwell LaBerge, Andreas Doepp +6Signal ReconstructionLaser-Induced Breakdown Spectroscopy

    Institute of Radiation Physics, Helmholtz-Zentrum Dresden-Rossendorf, Dresden, Germany · Centre for Advanced Laser Applications, Ludwig-Maximilians-Universität München, Garching, Germany · Center for Advanced Systems Understanding, Görlitz, Germany +2

  20. Accelerating Quantum Materials Characterization: Hybrid Active Learning for Autonomous Spin Wave Spectroscopy

    Apr 26, 2026William RatcliffLaser-Induced Breakdown SpectroscopyQuantum Annealing

    NIST Center for Neutron Research, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA

  21. ChemGraph-XANES: An Agentic Framework for XANES Simulation and Curation

    Apr 17, 2026Vitor F. Grizzi, Thang Duc Pham, Luke N. Pretzie +3X-Ray Photon Correlation SpectroscopyLaser-Induced Breakdown Spectroscopy

    Chemical Sciences and Engineering Division Argonne National Laboratory, Lemont, IL 60439, USA · Computational Science Division Argonne National Laboratory, Lemont, IL 60439, USA

  22. NMIRacle: Multi-modal Generative Molecular Elucidation from IR and NMR Spectra

    Dec 17, 2025Federico Ottomano, Yingzhen Li, Alex M. GanoseMoleculesLaser-Induced Breakdown Spectroscopy

    Department of Chemistry, Imperial College London · Department of Computing, Imperial College London