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APL Machine Learning

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论文数26
被引数
期刊论文 26
发表时间
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Implementation of transformer-based LLMs with large-scale optoelectronic neurons on a CMOS compatible platform在CMOS兼容平台上实现基于大规模光电子神经元的大型语言模型
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delete2026-03-01
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deleteNa, Neil; Cheng, Chih-Hao; Hsu, Shou-Chen; Liang, Che-Fu; Lin, Chung-Chih; Na, Nathaniel Y.; Shieh, Andrew I.; Chen, Erik; Rong, Haisheng; Soref, Richard A.
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Efficient knowledge distillation via salient feature masking通过显著特征掩码实现高效知识蒸馏
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deleteKembay, Assel; Gunasekaran, Skye; Zhu, Rui-Jie; Zhang, Yu; Eshraghian, Jason K.
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Vision Transformer network for optical overlay metrology on semiconductor wafers用于半导体晶圆光学套刻精度测量的视觉Transformer网络
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deletede Wolf, L.; Lipp, M.; Cochez, M.; den Boef, A.; Amitonova, L. V.
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Bringing ML to the real world: Rewards are all we need将机器学习引入现实世界：奖励就是我们所需要的
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deleteKalinin, Sergei V.; Slautin, Boris N.; Liu, Yu; Ahmadi, Mahshid; Barakati, Kamyar; Krishnan, N. M. Anoop; Ji, Heng; Cao, Charles; Arroyave, Raymundo
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Robust learning from literature data: Model generalizability and uncertainty for predicting conjugated polymer solution conformation从文献数据中学习：预测共轭聚合物溶液构象的模型泛化性与不确定性
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deleteDehghan-Toranposhti, Sina; Alghamdi, Mohannad; Smith, Avery; Seifrid, Martin
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INR-TEM: Robust cavity detection in multifocus TEM images via implicit neural representationsINR-TEM：基于隐式神经表示的多焦点TEM图像鲁棒腔检测
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deleteHsu, Chan-Min; Xu, Siyuan; Lynch, Matthew J.; Wang, Yucheng; Liu, Xingyu; Williams, Conrad; Wang, Xing; Qian, Lijun; Field, Kevin G.; Qian, Xiaoning
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A systematic analysis on the relationship between reservoir-computing capacities and physical properties of spin waves关于存储器计算能力与自旋波物理性质之间关系的系统性分析
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deleteMiyasaka, Y.; Hirose, A.; Nakane, R.
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Deep reinforcement learning for autonomous control of hole-doped Hubbard clusters: A comparative study基于深度强化学习的自掺杂哈伯德团簇自主控制：一项比较研究
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delete2026-03-01
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deleteDwivedi, Shivanshu; Palandage, Kalum
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Automatic forward model parameterization with Bayesian inference of conformational populations基于构象种群贝叶斯推断的自动正向模型参数化
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delete2026-03-01
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deleteRaddi, Robert M.; Marshall, Tim; Voelz, Vincent A.
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FE-PINNs: Finite-element-based physics-informed neural networks for surrogate modeling基于有限元法的物理信息神经网络用于代理建模
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deleteSunil, Pranav; Sills, Ryan B.
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Shift and flip invariant CNNs for predicting laminar flow properties平移和翻转不变卷积神经网络用于预测层流性质
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deleteKoide, Yuri; Teufel, Jonas; Torresi, Luca; Kaithakkal, Arjun J.; Stroh, Alexander; Friederich, Pascal
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Osprey: Production-ready agentic AI for safety-critical control systemsOsprey：面向安全关键控制系统的生产级智能体AI
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deleteHellert, Thorsten; Montenegro, Joao; Sulc, Antonin
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From pulses to plasticity: Analytical tools for memristive synapse design从脉冲到可塑性：用于忆阻突触设计的分析工具
deleteAPL Machine Learning
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delete2025-12-01
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deleteRivera-Sierra, Gonzalo; Bisquert, Juan
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Synthetic images from generative AI for compositional analysis of dried solution patterns由生成式AI合成的图像用于干燥溶液模式的组合分析
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deleteAmrutha, S., V; Dangi, Beni B.; Steinbock, Oliver
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Modeling artificial neuron spiking based on diffusive memristor with two filaments基于双丝态扩散忆阻器的人工神经元脉冲建模
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delete2025-12-01
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deleteAkther, Amir; Pattnaik, Debi; Borisov, Pavel; Savel'ev, Sergey; Balanov, Alexander G.
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Active deep kernel learning of molecular properties from structural embeddings基于结构嵌入的分子性质主动深度核学习
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deleteGhosh, Ayana; Ziatdinov, Maxim; Kalinin, Sergei V.
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Learning chaotic dynamics with neuromorphic network dynamics学习神经形态网络动力学中的混沌动力学
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deleteXu, Yinhao; Gottwald, Georg A.; Kuncic, Zdenka
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RTNinja: A generalized machine learning framework for analyzing random telegraph noise signals in nanoelectronic devicesRTNinja：一种用于分析纳电子器件中随机电报噪声信号的一般化机器学习框架
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deleteVaranasi, Anirudh; Degraeve, Robin; Roussel, Philippe; Merckling, Clement
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Building an affordable self-driving lab: Practical machine learning experiments for physics education using Internet-of-Things构建经济型自动驾驶实验室：面向物理教育的实用机器学习实验与物联网应用
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delete2025-12-01
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deleteLiu, Yang; Lei, Qianjie; He, Xiaolong; Xue, Yizhe; He, Kexin; Yang, Haitao; Wang, Yong; Zhang, Xian; Yang, Li; Zhou, Yichun; Hu, Ruiqi; Xie, Yong
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Effect of likelihood misspecification in Gaussian process-driven autonomous experimentation高斯过程驱动的自主实验中似然误设的影响
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delete2025-12-01
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deletePerryman, David Elliott; Lepetit, Marie-Bernadette; Lauchli, Andreas M.; Mazzone, Daniel G.; Noack, Marcus M.; Boehm, Martin
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