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Machine Learning-Science and Technology

IF4.6
论文数1066
被引数3414
期刊论文 1066
发表时间
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Shortcut learning in geometric knot classification几何纽结分类中的捷径学习
deleteMachine Learning-Science and Technology
IF4.6
delete2026-05-23
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PREAI
deleteMihajlovic, Djordje; Michieletto, Davide
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An optimization-based framework for gene expression-based diagnostic classification of Wilms tumor基于基因表达谱的肾母细胞瘤诊断分类优化框架
deleteMachine Learning-Science and Technology
IF4.6
delete2026-05-23
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PREAI
deleteQaraad, Mohammed; Zhang, Tianshun; Guinovart, David
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Training variation of physically-informed deep learning models物理信息深度学习模型的训练变异性
deleteMachine Learning-Science and Technology
IF4.6
delete2026-05-23
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PREAI
deleteLenau, Ashley; Dimiduk, Dennis; Niezgoda, Stephen R.
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GraviBERT: Transformer-based inference for gravitational-wave time seriesGraviBERT：基于Transformer的重力波时间序列推理
deleteMachine Learning-Science and Technology
IF4.6
delete2026-05-23
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PREAI
deleteBenedikt, Martin; Saltas, Ippocratis D.
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A local squared Wasserstein-2 method for efficient reconstruction of models with uncertainty一种局部平方Wasserstein-2方法，用于高效重建不确定模型
deleteMachine Learning-Science and Technology
IF4.6
delete2026-05-23
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PREAI
deleteXia, Mingtao; Shen, Qijing
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Particle trajectory representation learning with masked point modeling基于掩码点建模的粒子轨迹表示学习
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteYoung, Samuel; Jwa, Yeon-jae; Terao, Kazuhiro
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Overcoming labelled data scarcity for defect classification in scanning tunnelling microscopy克服扫描隧道显微镜中缺陷分类的有标签数据稀缺问题
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteKolev, Nikola L.; Trouton, Max; Federici Canova, Filippo; Thornton, Geoff; Gao, David Z.; Curson, Neil J.; Stock, Taylor J. Z.
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Molecular representations of quantum circuits for quantum machine learning量子机器学习中的量子电路分子表示
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteTorabian, Elham; Krems, Roman, V
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Analysis of Fourier neural operators via effective field theory基于有效场理论对傅里叶神经算子的分析
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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deleteOAAI
deleteKim, Taeyoung
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It's not a FAD: first demonstration of flows for unsupervised anomaly detection at 40 MHz for use at the Large Hadron Collider这不是黄素腺嘌呤二核苷酸：首次演示用于大型强子对撞机的无监督异常检测的40 MHz流
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteVaselli, Francesco; Sun, Chang; Aarrestad, Thea; Danopoulos, Dimitrios; Oskari Niemi, Roope; Mikolaj Glowacki, Maciej; Govorkova, Katya; Loncar, Vladimir; Pantaleo, Felice; Pierini, Maurizio
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Federated learning for 2D synchrotron x-ray diffractometry: a cross-institutional approach for phase quantification of Ti-6Al-4V alloy用于2D同步辐射X射线衍射测量的联邦学习：一种用于Ti-6Al-4V合金相定量分析的跨机构方法
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteYue, Weiqi; Guo, Qingzhe; Mehdi, Redad; Ponon, Gabriel; Dernek, Ozan; Olatunde, Ayorinde E.; Tripathi, Pawan K.; Whitney, Bonnie; Spangenberger, Anthony; Lados, Diana A.; Brown, Donald W.; Clausen, Bjorn; Samanta, Amit; Ernst, Frank; Willard, Matthew A.; Ayday, Erman; French, Roger H.
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Efficient estimation of unfactorizable systematic uncertainties非因子化系统性不确定度的有效估计
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteRomero, Alexis; Cranmer, Kyle; Whiteson, Daniel
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Leveraging support vector regression, radiomics and dosiomics for outcome prediction in personalized ultra-fractionated stereotactic adaptive radiotherapy (PULSAR)利用支持向量回归、放射组学和剂量组学进行个性化超分割立体定向自适应放射治疗（PULSAR）的结局预测
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteYu, Yajun; Jiang, Steve; Timmerman, Robert; Peng, Hao
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Scalable data-driven basis selection for linear machine learning interatomic potentials可扩展的数据驱动基函数选择方法用于线性机器学习原子间势能
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteTorabi, Tina; Militzer, Matthias; Friedlander, Michael P.; Ortner, Christoph
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Uncertainty quantification for scientific machine learning using sparse variational Gaussian process Kolmogorov-Arnold networks (SVGP KAN)使用稀疏变分高斯过程柯尔莫哥洛夫-阿尔诺德网络(SVGP KAN)进行科学机器学习的不确定性量化
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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PREAI
deleteJu, Y. Sungtaek
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Synthesis of discrete-continuous quantum circuits with multimodal diffusion models利用多模态扩散模型合成离散-连续量子电路
deleteMachine Learning-Science and Technology
IF4.6
delete2026-04-01
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deleteOAAI
deleteFurrutter, Florian; Chandani, Zohim; Hamamura, Ikko; Briegel, Hans J.; Munoz-Gil, Gorka
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altx: a python package for adaptive law-based transformation in time series classificationaltx：一个基于自适应律的时间序列分类的Python软件包
deleteMachine Learning-Science and Technology
IF4.6
delete2026-02-01
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deleteHalmos, Balazs P.; Hajos, Balazs; A Molnar, Vince; Kurbucz, Marcell T.; Jakovac, Antal
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Critical benchmarking of machine-learned interatomic potentials for intermolecular and noncovalent interactions机器学习原子间势能对分子间和非共价相互作用的临界基准测试
deleteMachine Learning-Science and Technology
IF4.6
delete2026-01-01
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deleteKamal Singh Nayal; Ilkwon Cho; Olexandr Isayev
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Mass-conserved hierarchical multi-resolution deep learning for long-term global atmospheric pollutant transport prediction质量守恒的多尺度深度学习用于长期全球大气污染物传输预测
deleteMachine Learning-Science and Technology
IF4.6
delete2026-01-01
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deleteHaodong Feng; Wenhao Deng; Dixia Fan; Yuzhong Zhang; Tailin Wu
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High-order spectral deconvolution of complex X-ray distributions using machine learning利用机器学习对复杂X射线分布进行高阶光谱反卷积
deleteMachine Learning-Science and Technology
IF4.6
delete2026-01-01
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deleteAnandaeaswaran Brainthra; Chris Armstrong; Graeme G. Scott; Jeyan Thiyagalingam; Pattahil P Rajeev; Barbara Villarini
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