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Publication List - Sergei Manzhos (16 / 113 entries)
Journal Paper
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Methawee Nukunudompanich,
H. Yoon,
Lee Hyojae,
Keisuke Kameda,
Manabu Ihara,
Sergei Manzhos.
Machine learning of properties of lead-free perovskites with a neural network with additive kernel regression-based neuron activation functions,
MRS Advances,
Jan. 2024.
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S. Manzhos,
M. Ihara.
Degeneration of kernel regression with Matern kernels into low-order polynomial regression in high dimension,
The Journal of Chemical Physics,
Volume 160,
Issue 2,
Jan. 2024.
International Conference (Not reviewed / Unknown)
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Sergei Manzhos.
Beyond silicon solar cells,
Mar. 2024.
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Sergei Manzhos.
Insightful machine learning beyond traditional neural networks and kernel regression,
Mar. 2024.
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MANZHOS SERGEI.
Machine learning beyond off-the-shelf methods,
Feb. 2024.
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Sergei Manzhos.
Machine learning for advancing large scale ab initio materials modeling,
Feb. 2024.
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Sergei Manzhos.
Beyond neural networks and kernel regression: hybrid methods for machine learning from sparse data in high-dimensional spaces,
Feb. 2024.
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S. Manzhos, M,
Ihara.
Machine learning in computational chemistry beyond off-the-shelf methods: how to cut the cost, handle overfitting, and obtain elements of insights,
International Workshop on Massively Parallel Programming for Quantum Chemistry and Physics (MPQCP 2024),
Jan. 2024.
Domestic Conference (Not reviewed / Unknown)
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Takuma Okamoto,
Anastassia Sorkin,
Keisuke Kameda,
Wang Hao,
Sergei Manzhos,
Manabu Ihara.
Rutile型酸化チタンの自然発生的粒界形成の検討,
第71回応用物理学会春季学術講演会,
Mar. 2024.
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Hirokatsu Yoshioka,
Sayaka Shirakura,
Keisuke Kameda,
Sergei Manzhos,
Manabu Ihara.
熱・電力需要の変動が建物規模分散型水素蓄エネルギーシステムの経済性に与える影響,
化学工学会 第89年会 (堺),
Mar. 2024.
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Natsuki Otoshi,
Hyojae Lee,
Keisuke Kameda,
Sergei Manzhos,
Manabu Ihara.
リアルタイム雲画像データに基づく日射成分を用いた影を含む太陽電池発電量予測モデル,
化学工学会 第89年会 (堺),
Mar. 2024.
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Keisuke Kameda,
Kei Nakagawa,
Yasutomo Koga,
Kexin Chen,
Reimi Takagi,
Taishiro Wakamiya,
Narumi Okazaki,
Hyojae Lee,
Natsuki Otoshi,
Sergei Manzhos,
Manabu Ihara.
電極反応モデルに基づく水素発電におけるBaZr0.9Y0.1O3-δ添加Ni/YSZ燃料極の反応種被覆率の推定,
化学工学会 第89年会 (堺),
Mar. 2024.
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Keisuke Kameda,
Taishiro Wakamiya,
Kexin Chen,
Sergei Manzhos,
Manabu Ihara.
炭素析出制御可能なカーボン空気二次電池システムの電極開発,
化学工学会 第89年会 (堺),
Mar. 2024.
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Chen Kexin,
Kameda Keisuke,
Koga Yasutomo,
Manzhos Sergei,
Ihara Manabu.
Modelling of CO/CO2 Electrode Reactions in Carbon/Air Secondary Battery System,
化学工学会第89年会 (堺),
Mar. 2024.
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Ruicheng Li,
Keisuke Maeda,
Man-Fai Ng,
Keisuke Kameda,
Sergei Manzhos,
Manabu Ihara.
Exploring Electronic Properties of Carbon Nanoflake-Based Materials for Charge Transport Layers in Perovskite Solar Cells: Insight from Solid-state Modelling,
第71回応用物理学会春季学術講演会,
Mar. 2024.
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Kexin Chen,
Aulia Sukma Hutama,
Keisuke Kameda,
Sergei Manzhos,
Manabu Ihara.
Modulation of Molecular Adsorption Properties of Zirconia Nanoparticles: A Density Functional Tight Binding Theory Study,
Mar. 2024.
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