Kenji Kawaguchi - Publications, H-index & Citations

Kenji Kawaguchi

National University of Singapore

40H指数

455论文数

7.5K被引数

收录论文 44

发表时间

DeepOMamba: State-space model for spatio-temporal PDE neural operator learning DeepOMamba: 用于时空偏微分方程神经网络算子学习的状态空间模型

Journal of Computational Physics

IF3.8

2025-08-05

PREAI

Zheyuan Hu; Qianying Cao; Kenji Kawaguchi; George Em Karniadakis

Tackling the curse of dimensionality with physics-informed neural networks 用物理通知的神经网络解决维度的诅咒

NEURAL NETWORKS

IF6.3

2024-08-01

OAAI

Hu, Zheyuan; Shukla, Khemraj; Karniadakis, George Em; Kawaguchi, Kenji

Hutchinson Trace Estimation for high-dimensional and high-order Physics-Informed Neural Networks

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-05-01

OAAI

Hu, Zheyuan; Shi, Zekun; Karniadakis, George Em; Kawaguchi, Kenji

Predominance of T-bet-positive Th1 cells in infiltrating T-lymphocytes in most of active arteritis lesions of giant cell arteritis

VIRCHOWS ARCHIV

IF3.1

2024-03-13

PREAI

Satomi, Hidetoshi; Kobayashi, Mikiko; Ito, Ichiro; Asano, Koji; Makino, Mutsuki; Kawaguchi, Kenji; Kanno, Hiroyuki

Multi-view class incremental learning

INFORMATION FUSION

IF15.5

2024-02-01

OAAI

Li, Depeng; Wang, Tianqi; Chen, Junwei; Kawaguchi, Kenji; Lian, Cheng; Zeng, Zhigang

Combined scaling for zero-shot transfer learning 零触发迁移学习的组合缩放

NEUROCOMPUTING

IF6.5

2023-10-01

OAAI

Pham, Hieu; Dai, Zihang; Ghiasi, Golnaz; Kawaguchi, Kenji; Liu, Hanxiao; Yu, Adams Wei; Yu, Jiahui; Chen, Yi-Ting; Luong, Minh-Thang; Wu, Yonghui; Tan, Mingxing; V. Le, Quoc

Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy

NEURAL NETWORKS

IF6.3

2022-10-01

OAAI

Lamb, Alex; Verma, Vikas; Kawaguchi, Kenji; Matyasko, Alexander; Khosla, Savya; Kannala, Juho; Bengio, Yoshua

WHEN DO EXTENDED PHYSICS-INFORMED NEURAL NETWORKS (XPINNS) IMPROVE GENERALIZATION?扩展的物理信息神经网络 (XPINNS) 何时提高泛化能力？

SIAM JOURNAL ON SCIENTIFIC COMPUTING

IF2.6

2022-09-27

OAAI

Hu, Zheyuan; Jagtap, Ameya D.; Karniadakis, George Em; Kawaguchi, Kenji

Meta-learning PINN loss functions 元学习PINN损失函数

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2022-06-01

OAAI

Psaros, Apostolos F.; Kawaguchi, Kenji; Karniadakis, George Em

Deep Kronecker neural networks: A general framework for neural networks with adaptive activation functions 深度Kronecker神经网络: 具有自适应激活函数的神经网络的通用框架

NEUROCOMPUTING

IF6.5

2022-01-01

110

OAAI

Jagtap, Ameya D.; Shin, Yeonjong; Kawaguchi, Kenji; Karniadakis, George Em

Adaptive activation functions accelerate convergence in deep and physics-informed neural networks 自适应激活函数加速深度和物理信息神经网络的收敛

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2020-03-01

611

OAAI

Jagtap, Ameya D.; Kawaguchi, Kenji; Karniadakis, George Em

Depth with nonlinearity creates no bad local minima in ResNets

NEURAL NETWORKS

IF6.3

2019-10-01

OAAI

Kawaguchi, Kenji; Bengio, Yoshua

Kinetics and dissolution of intratracheally administered nickel oxide nanomaterials in rats

PARTICLE AND FIBRE TOXICOLOGY

IF8.2

2017-11-28

OAAI

Shinohara, Naohide; Zhang, Guihua; Oshima, Yutaka; Kobayashi, Toshio; Imatanaka, Nobuya; Nakai, Makoto; Sasaki, Takeshi; Kawaguchi, Kenji; Gamo, Masashi

Various Morphologies/Phases of Gold-Based Nanocomposite Particles Produced by Pulsed Laser Irradiation in Liquid Media: Insight in Physical Processes Involved in Particles Formation

JOURNAL OF PHYSICAL CHEMISTRY C

IF3.2

2017-03-29

PREAI

Swiatkowska-Warkocka, Z.; Pyatenko, A.; Koga, K.; Kawaguchi, K.; Wang, H.; Koshizaki, N.

Synthesis of various 3D porous gold-based alloy nanostructures with branched shapes

JOURNAL OF COLLOID AND INTERFACE SCIENCE

IF9.7

2016-12-01

PREAI

Swiatkowska-Warkocka, Zaneta; Pyatenko, Alexander; Koshizaki, Naoto; Kawaguchi, Kenji

Effects of dose volume and delivery device on bronchoalveolar lavage parameters of intratracheally administered nano-sized TiO2 in rats

REGULATORY TOXICOLOGY AND PHARMACOLOGY

IF3.5

2016-11-01

PREAI

Kobayashi, Toshio; Oshima, Yutaka; Tsubokura, Yasuhiro; Hashizume, Naoki; Ajimi, Shozo; Kayashima, Takakazu; Nakai, Makoto; Sasaki, Takeshi; Kawaguchi, Kenji; Imatanaka, Nobuya

Comparison of pulmonary inflammatory responses following intratracheal instillation and inhalation of nanoparticles

NANOTOXICOLOGY

IF3.4

2015-11-11

PREAI

Morimoto, Yasuo; Izumi, Hiroto; Yoshiura, Yukiko; Tomonaga, Taisuke; Lee, Byeong-Woo; Okada, Takami; Oyabu, Takako; Myojo, Toshihiko; Kawai, Kazuaki; Yatera, Kazuhiro; Shimada, Manabu; Kubo, Masaru; Yamamoto, Kazuhiro; Kitajima, Shinichi; Kuroda, Etsushi; Horie, Masanori; Kawaguchi, Kenji; Sasaki, Takeshi

Comparison between whole-body inhalation and nose-only inhalation on the deposition and health effects of nanoparticles

ENVIRONMENTAL HEALTH AND PREVENTIVE MEDICINE

IF2.5

2015-10-05

OAAI

Oyabu, Takako; Morimoto, Yasuo; Izumi, Hiroto; Yoshiura, Yukiko; Tomonaga, Taisuke; Lee, Byeong-Woo; Okada, Takami; Myojo, Toshihiko; Shimada, Manabu; Kubo, Masaru; Yamamoto, Kazuhiro; Kawaguchi, Kenji; Sasaki, Takeshi

Pulmonary clearance kinetics and extrapulmonary translocation of seven titanium dioxide nano- and submicron materials following intratracheal administration in rats

NANOTOXICOLOGY

IF3.4

2015-05-04

OAAI

Shinohara, Naohide; Oshima, Yutaka; Kobayashi, Toshio; Imatanaka, Nobuya; Nakai, Makoto; Ichinose, Takayuki; Sasaki, Takeshi; Kawaguchi, Kenji; Zhang, Guihua; Gamo, Masashi

Charge-discharge Performance and Energy Density of MH/Air Secondary Battery using A2B7 Type Hydrogen Storage Alloys

ELECTROCHEMISTRY

IF1.7

2015-01-01

OAAI

Baba, Chika; Kawaguchi, Kenji; Morimitsu, Masatsugu

研究方向