多模态信息融合

Moment-Resolved Readout and Reservoir Diversity in Nonequilibrium Langevin Computing

非平衡朗之万计算中的矩分辨读出与储层多样性

JiZheng Duan, MingYang Zhao, YanWei Chen, Lei Yang

专题命中 红外-可见光融合 ：feature-level fusion(abstract)

AI总结 研究基于朗之万动力学的非线性热力学计算机，将读出范式从均值扩展到矩分辨，引入异构多储层架构，通过特征级融合在MNIST数据再现中取得高准确率，为有限时间朗之万计算提供候选设计原则。

Half-wave plasmonic nanolasers near the localization limit

接近局域极限的半波等离子体纳米激光器

Sangyeon Cho, Seok-Hyun Yun

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 研究在超光滑金衬底上用高增益磷化铟纳米颗粒实现接近表面等离子体共振的半波模式激光，通过模拟估计最小激光粒子尺寸，观察不同粒子的激光特性，推动激光小型化至等离子体局域极限。

As We May Search

如我们可能搜索

Saber Zerhoudi, Adam Roegiest, Jelena Mitrovic, Michael Granitzer

专题命中 红外-可见光融合 ：hybrid fusion(abstract)

AI总结 针对个人文档等敏感信息搜索中的隐私问题，提出本地优先信息检索（local-first IR）设计理念，通过将索引、模型和推理置于用户设备上，在消费级硬件上实现与云端相当的性能，并指出真正的权衡在于搜索范围而非质量。

Journal ref Proceedings of the 2026 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval (ICTIR'26), July 25, 2026, Melbourne, VIC, Australia

Asymmetry-Aware Routing for Industrial Multimodal Monitoring: A Diagnostic Framework

面向工业多模态监测的非对称感知路由：一个诊断框架

Sungwoo Kang

专题命中 红外-可见光融合 ：multimodal fusion(abstract)

AI总结 提出非对称感知路由框架，通过三步诊断（单模态性能差距、门权重归因、模态损坏测试）决定多模态融合策略，在三个数据集上验证了其有效性。

Comments A subsequent extension of this analysis to a larger corpus found that the heterogeneity predictor is collinear with the industrial-versus-general domain split, so the corresponding effect is not identifiable on the available data

Widely tunable optical parametric oscillation and visible light generation in 4H-SiC microresonators

4H-SiC微谐振器中宽可调谐光学参量振荡和可见光产生

Yongsheng Wang, Shuangyou Zhang, Yurong Ren, Paolo Leonelli, Mingjun Chi, Haiyan Ou

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 通过色散工程在4H-SiC微谐振器中实现近一个倍频程的宽分离光学参量振荡，并利用级联二次谐波和和频产生产生可见光，展示了4H-SiC在非线性波长转换中的潜力。

Machine Learning-Driven Multimodal Spectroscopic Liquid Biopsy for Early Multicancer Detection

基于机器学习的多模态光谱学液体活检用于早期多癌种检测

Alejandro Leonardo García Navarro, Javier Cachón Ortiz, Javier González Colsa, Samuel García Díaz, Carlos Viadero Valderrama

机构 * Signal Processing Group（信号处理组） ； Gregorio Marañón Health Research Institute（格雷戈里奥·马兰农健康研究中心） ； Amber Health Solutions（艾默健康解决方案） 纠错

专题命中 红外-可见光融合 ：multimodal fusion(abstract)

AI总结 本文提出结合FTIR、拉曼和EEM荧光光谱的多模态液体活检框架，利用机器学习方法实现多癌种早期检测，实验显示多模态融合在ROC-AUC和灵敏度特异度上表现最优。

Plasmonic Nanoparticle-in-nanoslit Antenna as Independently Tunable Dual-Resonant Systems for Efficient Frequency Upconversion

等离子体纳米粒子-纳米沟槽天线作为独立可调双共振系统，用于高效频率上转换

Huatian Hu, Zhiwei Hu, Christophe Galland, Wen Chen

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 本文研究了等离子体纳米粒子-纳米沟槽天线的双共振特性，通过独立调节中红外和可见光共振，提升非线性过程效率，发现新的共振模式以增强上转换效率。

Comments 29 pages, 5 figures, v2

Journal ref Advanced Optical Materials (2025) 13, 29, e01674

Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck

多跳问答中的故障模式：最弱链接效应与识别瓶颈

Meiru Zhang, Zaiqiao Meng, Nigel Collier

机构 * University of Cambridge（剑桥大学） 纠错

专题命中 红外-可见光融合 ：multi-focus(abstract)

AI总结 研究揭示多跳问答中LLM因位置偏见导致的识别与综合失败机制，提出MFAI方法解决识别瓶颈，提升低可见性位置准确率，并展示系统2推理模型在长上下文中的有效性。

Comments Accepted at ACL 2026

Tailoring the Optoelectronic, Photocatalytic, Thermoelectric and Thermodynamic Properties of Halides Li2InBiX6 (X = Cl, Br, I) for Energy Conversion: A DFT Study

调控Li2InBiX6（X=Cl，Br，I）卤化物的光电子、光催化、热电及热力学性质用于能量转换：一项DFT研究

Huda A. Alburaih, Sikander Azam, N. A. Noor, A. Laref, Sohail Mumtaz

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 通过DFT研究Li2InBiX6卤化物的结构、电子、光学、介电、热电及光催化性质，揭示其在能量转换中的潜力。

Quantum Frequency Resolved Optical Gating of Few-Cycle Squeezed Vacuum

量子频率分辨光学门控的超短压缩真空

Thomas Zacharias, Elina Sendonaris, Robert Gray, James Williams, Ryoto Sekine, Maximilian Shen, Selina Zhou, Alireza Marandi

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 本文提出量子频率分辨光学门控技术，用于研究超短量子脉冲的时域特性，实现近红外和可见光范围的高带宽测量，展示多模式压缩真空态的特性。

Boltzmann-Bloch Equation Approach to the Theory of the Optical Inter- and Intraband Response in Noble Metals

玻尔兹曼-布洛赫方程方法在贵金属中光学内带和外带响应理论中的应用

Robert Lemke, Matthias Rössle, Holger Lange, Andreas Knorr, Jonas Grumm

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 本文引入了动量分辨的金属玻尔兹曼-布洛赫方程，用于描述贵金属中电子内带和外带过程。通过考虑电子-电子和电子-声子相互作用，揭示了光学激发后弛豫和退相干过程。以金为例，计算了近红外和可见光范围的线性光学响应，阐明了隐含在经验Drude-洛伦兹模型中的微观过程。

Efficient generation of entangled photons in the telecommunications range using nonlinear metasurfaces integrated with ScAlN/GaN heterostructures

在电信波段高效生成纠缠光子的非线性超材料与ScAlN/GaN异质结构集成

Jaeyeon Yu, Jewel Mohajan, Mikhail Tokman, Jackson Stewart, Anthony Rice, Sadhvikas Addamane, Oana Malis, Alejandro W. Rodriguez, Igal Brener, Raktim Sarma, Alexey Belyanin

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 本文提出利用ScAlN/GaN量子阱与介电超材料集成的新方法，通过非线性效应实现高效参量下转换，生成电信波段纠缠光子，提升量子通信与计算性能。

Comments 31 pages, 4 figures

Multi-wavelength UV Upconversion in Lanthanides assisted by Photonic Crystals

通过光子晶体辅助的多波长紫外上转换

Damien Rinnert, Emmanuel Drouard, Antonio Pereira, Celine Chevalier, Aziz Benamrouche, Benjamin Fornacciari, Hai Son Nguyen, Gilles Ledoux, Christian Seassal

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 本研究通过光子晶体辅助多波长上转换机制，显著增强Yb³⁺-Tm³⁺掺杂薄膜的紫外上转换发光性能。

Cryogenic Nano-Imaging of Excitons in a Monolayer Semiconductor

极低温下二维半导体单层激子的纳米成像

Anna Roche, Michael R. Koehler, David G. Mandrus, Takashi Taniguchi, Kenji Watanabe, John R. Schaibley, Brian J. LeRoy

专题命中 红外-可见光融合 ：infrared and visible(abstract)

AI总结 该研究利用极低温散射型扫描近场光学显微镜揭示单层MoSe2中纳米级激子分布与无序特性。

SWIR-LightFusion: Multi-spectral Semantic Fusion of Synthetic SWIR with Thermal IR (LWIR/MWIR) and RGB

SWIR-LightFusion: 多光谱合成SWIR与热红外（LWIR/MWIR）及RGB的语义融合

Muhammad Ishfaq Hussain, Ma Van Linh, Zubia Naz, Unse Fatima, Yeongmin Ko, Moongu Jeon

机构 * GIST（韩国全南大学） ； Kyungpook National University（庆尚国立大学） ； KISTI（韩国科学技术院） 纠错

专题命中 红外-可见光融合 ：multimodal fusion(abstract)

AI总结 本文提出SWIR-LightFusion框架，通过合成SWIR图像融合LWIR、RGB多模态数据，提升恶劣环境下的场景理解能力。

Journal ref Cluster Computing (Springer) as Volume 29, Issue 1, Article 48, 2025

Midinfrared Semiconductor Photonics - A Roadmap

J. R. Meyer, I. Vurgaftman, S. -Q. Yu, R. Q. Yang, A. M. Andrews, G. Strasser, B. Schwarz, M. Razeghi, L. Shterengas, G. Kipshidze, G. Belenky, L. Sterczewski, W. Zhou, S. Lee, M. Pan, R. Szedlak, N. Schäfer, J. Koeth, R. Weih, A. Rogalski, A. Piotrowski, J. Sobieski, P. Leszcz, J. Piotrowski, M. R. Mirzaei, R. Kim, J. H. Park, D. Z. Ting, M. B. Santos, V. Trinite, S. Pes, J. -L. Reverchon, N. Gajowski, S. Krishna, W. Du, R. Soref, E. Tournié, J. -B. Rodriguez, L. Cerutti, A. Spott, S. Jung, N. Nookala, A. Vasanelli, B. Chomet, C. Sirtori, N. P. Li, M. A. Zondlo, S. Jain, J. Midkiff, M. Hlaing, K. -C. Fan, R. T. Chen, F. Grillot, S. Zaminga, P. T. Camp, P. -Y. Hsiao, G. Daligou, S. Molesky, O. Moutanabbir

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments Submitted to Advances in Optics and Photonics

The Santa Cruz Extreme AO Lab (SEAL) 2.0: A reflective, multi-wavelength rebuild

Rebecca Jensen-Clem, Vincent Chambouleyron, Prince Javier, Daren Dillon, Emiel H. Por, Benjamin Calvin, Sylvain Cetre, Rodrigo Amezcua Correa, Tara Crowe, Jordan Diaz, Caleb Dobias, David Doelman, Stephen Eikenberry, J. Fowler, Benjamin L. Gerard, Phil Hinz, Renate Kupke, Ashai Moreno, Tiffany Nguyen, Maissa Salama, Aditya R. Sengupta, Nour Skaf, Frans Snik

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments submitted to SPIE Astronomical Applications 2025, paper number 13627-97

Propylenidene: A Novel Metallic Carbon Monolayer with Unconventional Ring Topology

Jose A. S. Laranjeira, K. A. L. Lima, Nicolas F. Martins, Luis A. Cabral, L. A. Ribeiro Junior, Julio R. Sambrano

专题命中 红外-可见光融合 ：infrared and visible(abstract)

NIR/VIS dual-comb spectroscopy comparing high and low repetition rate regimes

Alexander Eber, Mithun Pal, Lukas Fürst, Emily Hruska, Christoph Gruber, Marcus Ossiander, Birgitta Bernhardt

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments Authors Eber and Pal contributed equally

Tunable, phase-locked hard X-ray pulse sequences generated by a free-electron laser

Wenxiang Hu, Chi Hyun Shim, Gyujin Kim, Seongyeol Kim, Seong-Hoon Kwon, Chang-Ki Min, Kook-Jin Moon, Donghyun Na, Young Jin Suh, Chang-Kyu Sung, Haeryong Yang, Hoon Heo, Heung-Sik Kang, Inhyuk Nam, Eduard Prat, Simon Gerber, Sven Reiche, Gabriel Aeppli, Myunghoon Cho, Philipp Dijkstal

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments 11 pages, 8 figures

MARFA: an Effective Line-by-line Tool For Calculating Molecular Absorption in Planetary Atmospheres

Mikhail Razumovskiy, Boris Fomin, Denis Astanin

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Polarization-Insensitive Integration of Nanoparticle-on-a-Slit Cavities with Dielectric Waveguides for On-chip Surface Enhanced Raman Spectroscopy

Javier Redolat, Daniel Arenas-Ortega, Ángela Barreda, Amadeu Griol, Elena Pinilla-Cienfuegos, Alejandro Martínez

专题命中 红外-可见光融合 ：infrared and visible(abstract)

A tutorial on THz pulse analysis: accurate retrieval of pulse arrival times, spectral energy density and absolute spectral phase

James Lloyd-Hughes, Nishtha Chopra, Justas Deveikis, Raj Pandya, Jack Woolley

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments 16 pages, 7 figures

Phonon vibrational and transport properties of SnSe/SnS superlattice at finite temperatures

Feng-ning Xue, Wei Li, Zi Li, Yong Lu

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Photon Antibunching in Single-Molecule Vibrational Sum-Frequency Generation

Fatemeh Moradi Kalarde, Carlos Sanchez Munoz, Johannes Feist, Christophe Galland

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments Includes Appendix

Journal ref Nanophotonics 2025, 14(1): 59-73

MECASA: Motor Execution Classification using Additive Self-Attention for Hybrid EEG-fNIRS Data

Gourav Siddhad, Juhi Singh, Partha Pratim Roy

专题命中 红外-可见光融合 ：multimodal fusion(abstract)

Comments 8 pages, 3 figures

Defect engineering in two-dimensional pentagonal PdTe$_2$: Tuning electronic, optical, and magnetic properties

Poonam Sharma, Vaishali Roondhe, Alok Shukla

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments 14 pages and 12 figures (main manuscript), 5 pages and 8 figures (supplemental material)

Journal ref Physical Review B110,214108(2024)

Concatenation of Kerr solitary waves in Ceramic YAG: application to coherent Raman imaging

Nicholas Bagley, Sahar Wehbi, Tigran Mansuryan, Rémy Boulesteix, Alexandre Maître, Yago Arosa Lobato, Mario Ferraro, Fabio Mangini, Yifan Sun, Katarzyna Krupa, Benjamin Wetzel, Vincent Couderc, Stefan Wabnitz, Alejandro Aceves, Alessandro Tonello

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments To appear in Optics Letters Vol. 50 No. 1

Efficient GHz electro-optical modulation with a nonlocal lithium niobate metasurface in the linear and nonlinear regime

Agostino Di Francescantonio, Alessandra Sabatti, Helena Weigand, Elise Bailly, Maria Antonietta Vincenti, Luca Carletti, Jost Kellner, Attilio Zilli, Marco Finazzi, Michele Celebrano, Rachel Grange

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Radiation from cold molecular clouds and Sun chromosphere produced by anti-quark nugget dark matter

V. V. Flambaum, I. B. Samsonov

专题命中 红外-可见光融合 ：infrared and visible(abstract)

Comments 14 pages, 4 figures

Journal ref Phys. Rev. D 106 (2022) 2, 023006