Komatsuzaki Group, Hokkaido University
最終更新日 : 2025/07/29

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Presentations (international)

2023.09.07
Tamiki Komatsuzaki: “A Structure of Timescale Hierarchy in Reaction Network”, The 5th conference of Theory and Applications of Computational Chemistry (TACC)(9.4-9.9 ,2023), Hokkaido University, Sapporo 9, 7 (Invited, Oral)
2023.08.29
Jean-Emmanuel Clément, Zannatul Ferdous, Thomas Bocklitz, Katsumasa Fujita, Jian Ping Gong, Shinya Tanaka, Tamiki Komatsuzaki: “Advancing cancer stem cell detection through line illumination Raman microscope and hydrogel substrate”, International Conference on Advanced Vibrational Spectroscopy (ICAVS12)(8.27-9.1 ,2023), Jagiellonian University, Krakow, Poland 8, 29 (Invited, Oral)
2023.08.14
Jean-Emmanuel Clément, Zannatul Ferdous, Masumi Tsuda, Shinya Tanaka, Jian Ping Gong, Thomas Bocklitz, Katsumasa Fujita, Tamiki Komatsuzaki: “Advancing the Detection of Cancer Stem Cells Using Line Illumination Raman Microscopy and Hydrogel Substrates”, International Conference on Biological Physics(8.14-8.18 ,2023), Seoul Olympic Parktel, Seoul, Korea 8, 14 (Oral)
2023.07.11
Tamiki Komatsuzaki: “Reinforcement Learning Strategy to accelerate measurements and reaction discovery”, International WorkShop on Applied Mathematics(7.11-7.12 ,2023), Hokkaido University, Research Institute for Electronic Science, Sapporo 7, 11 (Invited, Oral)
2023.06.26
Tamiki Komatsuzaki: “On-the-fly Raman microscopy guaranteeing the accuracy of diagnosis by reinforcement learning”, Biomedical Raman Imaging 2023(6.25-6.27 ,2023), Emory University, Atlanta, Georgia, USA 6, 26 (Invited, Oral)
2023.06.25
Ryoya Kondo, James Nicholas Taylor, Yuta Mizuno, Jean-Emmanuel Clement, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki: “Raman Histology: Information Theoretical Evaluation of Disease State Based on Chemical-Spatial Information”, Biomedical Raman Imaging 2023(6.25-6.27 ,2023), Emory University, Atlanta, Georgia, USA 6, 25-26 (Poster)
2023.06.22
Yuta Mizuno, Tamiki Komatsuzaki: “Enumerating all optimal solutions in combinatorial optimization using Ising machines”, Adiabatic Quantum Computing Conference 2023 (AQC 2023)(6.19-6.23 ,2023), Albuquerque, New Mexico, USA 6, 22 (Poster)
2023.06.08
Yuta Mizuno, Yosuke Sumiya, Yusuke Himeoka: “Simulating fast and slow chemical kinetics with dynamic mode decomposition”, 38th Symposium on Chemical Kinetics and Dynamics(6.7-6.9 ,2023), 九州大学 西新プラザ, Fukuoka 6, 8 (Oral)
2023.06.07
Shunichi Hashiba, Koji Tabata, Yoshihiro Matsumura, Kei Terayama, Tamiki Komatsuzaki: “Efficient Exploration of Highly Enantioselective Reactions by Bayesian Optimization”, 38th Symposium on Chemical Kinetics and Dynamics(6.7-6.9 ,2023), 九州大学 西新プラザ, Fukuoka 6, 7 (Poster)
2023.06.05
Ryoichi Tanaka, Yuta Mizuno, Takuro Tsutsumi, Mikito Toda, Tetsuya Taketsugu, Tamiki Komatsuzaki: “A Phase Space Structure Analysis of Chemical Reaction Dynamics Using Supervised Dimensionality Reduction”, Energy Landscapes: Theory and Applications 2023(6.5-6.9 ,2023), Centre IGESA, Porquerolles, France 6, 5 (Oral)
2023.06.05
Tamiki Komatsuzaki: “A Structure of Kinetic Hierarchy in Reaction Network”, Energy Landscapes: Theory and Applications 2023(6.5-6.9 ,2023), Centre IGESA, Porquerolles, France 6, 5 (Invited, Oral)
2023.04.27
Koji Tabata, Junpei Komiyama, Atsuyoshi Nakamura, Tamiki Komatsuzaki: “Posterior Tracking Algorithm for Classification Bandits”, The 26th International Conference on Artificial Intelligence and Statistics (AISTATS) (4.25-4.27 ,2023), Palau de Congressos, Valencia, Spain 4, 27 (Poster)
2023.01.28
Tamiki Komatsuzaki: “On-the-fly Raman microscopy guaranteeing the accuracy of diagnosis by reinforcement learning”, SPIE Photonics West(1.28-2.2 ,2023), The Moscone Center, San Francisco, USA 1, 28 (Invited, Oral)
2023.01.10
Mohammad Ali, Yuta Mizuno, Tamiki Komatsuzaki: “Automatic parameter tuning of Ising machines: An application to reaction pathway analysis”, 5th ICReDD International Symposium(1.10-1.10 ,2023), Online 1, 10 (Poster)
2023.01.10
Mikhail Tsitsvero, Jenny Pirillo, Yuh Hijikata, Tamiki Komatsuzaki: “NMR spectrum prediction for dynamic molecules by machine learning: case study of trefoil knot molecule” 5th ICReDD International Symposium(1.10-1.10 ,2023), Online 1, 10 (Poster)
2023.01.10
Md. Menhazul Abedin, Koji Tabata, Yoshihiro Matsumura, Tamiki Komatsuzaki: “Linear Bandit Algorithm for the Sequential Experiments of Molecular Properties”, 5th ICReDD International Symposium(1.10-1.10 ,2023), Online 1, 10 (Poster)
2023.01.10
Zannatul Ferdous, Jean-Emmanuel Clément, Jian Ping Gong, Shinya Tanaka, Tamiki Komatsuzaki, Masami Tsuda: “Geometrical Analysis of Hydrogel Induced Cancer Stem Cells in Synovial Sarcoma Model Cells”, 5th ICReDD International Symposium(1.10-1.10 ,2023), Online 1, 10 (Poster)
2022.12.02
Jean-Emmanuel Clement, Zannatul Ferdous, Koji Tabata, Shinya Tanaka, Jian Ping Gong, Katsumasa Fujita, Tamiki Komatsuzaki: “Establishment of a novel platform of Raman microscope for diagnosis of hydrogel-generated cancer stem cells”, WPI joint symposium for interdisciplinary life sciences, The 45th Annual Meeting of the Molecular Biology Society of Japan(11.30-12.2 ,2022), Makuhari Messe, Chiba 12, 2 (Oral)
2022.10.31
Tamiki Komatsuzaki: “Acceleration of Single Cell Raman Imaging to Guarantee the Accuracy of Diagnosis by Reinforcement Learning”, Data Modeling and Computation: Capturing Biomolecular Processes(10.31-11.4 ,2022), CECAM-HQ-EPFL, Lausanne, Switzerland 10, 31 (Invited, Oral)
2022.10.04
Tamiki Komatsuzaki: “On-the-fly Raman microscopy with Guaranteeing Accuracy using Reinforcement Learning I: Theory”, FACSS SciX 2022(10.2-10.7 ,2022), Northern Kentucky Convention Center, Cincinnati, Kentucky, USA 10, 4 (Invited, Oral)
2022.09.20
Tamiki Komatsuzaki: “Single Molecule Biophysics: What do Single Molecules Experience its Energy Landscape?”, Computational Biophysics of Atomic Force Microscopy(9.19-9.21 ,2022), Kanazawa University, Kanazawa, Japan 9, 20 (Invited, Oral)
2022.08.31
Jean-Emmanuel Clement, Zannatul Ferdous, James Nicholas Taylor, Koji Tabata, Yoshinori Harada, Masami Tsuda, Shinya Tanaka, Jian Ping Gong, Katsumasa Fujita, Tamiki Komatsuzaki: “Gaussian Weighted Background Correction for Raman images”, 19th European Conference on the Spectroscopy of Biological Molecules(8.29-9.1 ,2022), University of Reims Champagne-Ardenne, Reims, France 8, 31 (Oral)
2022.06.03
Yuta Mizuno, Mikoto Takigawa, Saki Miyashita, Yutaka Nagahata, Hiroshi Teramoto, Tamiki Komatsuzaki: “An algorithm for computing phase space structures in chemical reaction dynamics using Voronoi tessellation”, 37th Symposium on Chemical Kinetics and Dynamics(6.1-6.3 ,2022), Online, Sendai, Japan 6, 3 (Oral)
2022.06.01
Ryoichi Tanaka, Yuta Mizuno, Takuro Tsutsumi, Mikhail Tsitsvero, Mikito Toda, Tetsuya Taketsugu, Tamiki Komatsuzaki: “A Theoretical Study of Organic Reaction Dynamics in a Low Dimensional Space Reduced by Principal Component Analysis”, 37th Symposium on Chemical Kinetics and Dynamics(6.1-6.3 ,2022), Online, Sendai, Japan 6, 1 (Poster)
2022.04.05
Tamiki Komatsuzaki, Koji Tabata, Hiroyuki Kawagoe, James Nicholas Taylor, Kentaro Mochizuki, Toshiki Kubo, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita: “On-the-fly Raman image microscopy by reinforcement machine learning”, SPIE Photonics Europe 2022(4.3-4.7 ,2022), Palais de la Musique et des Congrès, Strasbourg, France 4, 5 (Invited, Oral)
2022.03.07
Tamiki Komatsuzaki: “Acceleration of Designing Chemical Reactions by Contextual Multi-armed Bandit Algorithm”, ICReDD/Hokkaido University Five Attached Institutes Joint Symposium(3.7-3.7 ,2022), Online, Sapporo, Japan 3.7, 3.7 (Invited, Oral)
2021.12.22
Yuta Mizuno: “Chemical Reaction Pathway Analysis by Ising Computing”, 2021 RIES-CEFMS on-line symposium (12.21-12.22 ,2021), Center for Emergent Functional Matter Science, National Yang Ming Chiao Tung University 12, 22 (Invited, Oral)
2021.12.06
Zannatul Ferdous, Jean-Emmanuel Clement, James Nicholas Taylor, Koji Tabata, Yoshinori Harada, Masami Tsuda, Shinya Tanaka, Jian Ping Gong, Katsumasa Fujita, Tamiki Komatsuzaki: ” Gaussian Weighted Background Correction Scheme for Hyperspectral Raman Data Preprocessing”, The 22nd RIES-HOKUDAI International Symposium(12.6-12.7 ,2021), Online 12, 6 (Poster)
2021.09.30
Tamiki Komatsuzaki , Koji Tabata, Hiroyuki Kawagoe, James Nicholas Taylor , Kentaro Mochizuki , Jean-Emmanuel Clement , Yasuaki Kumamoto , Atsuyoshi Nakamura , Yoshinori Harada , Katsumasa Fujita: “On-the-fly Raman image microscopy by reinforcement machine learning”, FACSS SciX 2021(9.26-10.1 ,2021), Rhode Island Convention Center, Providence, RI, USA 9, 30 (Invited, Oral)
2021.05.11
Koji Tabata, Atsuyoshi Nakamura, Tamiki Komatsuzaki: “Classification Bandits: Classification Using Expected Rewards as Imperfect Discriminators”, PAKDD2021 Workshop on Machine Learning for MEasurement Informatics(5.11-5.11 ,2021), Online, Osaka 5, 11 (Oral)
2021.02.22
NAGAHATA Yutaka, TAKETSUGU Tetsuya, MAEDA Satoshi, KOMATSUZAKI Tamiki: “The hierarchy of observable reaction networks associated with observation time-intervals”, ICReDD 3rd International Symposium(2.22-2.24 ,2021), Online, Sapporo, Japan 2, 22 (Poster)
2021.02.22
Zannatul Ferdous, Masumi Tsuda, Jean-Emmanuel Clément, Koji Tabata, Jian Ping Gong, Shinya Tanaka, Tamiki Komatsuzaki: “Detection of Cancer Stem Cells in Sarcoma Model Cells Using Morphological Features for Developing New Diagnostics Tools”, ICReDD 3rd International Symposium(2.22-2.24 ,2021), Online, Sapporo, Japan 2, 22 (Poster)
2020.12.10
Sulimon Sattari, Udoy Basak, Motaleb Md. Hossain, Kazuki Horikawa, Tamiki Komatsuzaki: “Vector analysis of amoeba motion with respect to the propagation of chemoattractant cyclic-AMP”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Md. Motaleb Hossain, Sulimon Sattari, Udoy Sankar Basak, Kazuki Horikawa, Tamiki Komatsuzaki: “Vector analysis of amoeba motion response to a cyclic-AMP wave”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Jean-Emmanuel Clément, Mochizuki Kentaro, Katsumasa Fujita, Tamiki Komatsuzaki: “Raman Imaging for Exploring Cancer Metabolism”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Zannatul Ferdous, Masumi Tsuda, Jean-Emmanuel Clément, Koji Tabata, Yusuke Ishida, Jun Suzuka, Jian Ping Gong, Shinya Tanaka, Tamiki Komatsuzaki: “Analysis of Cancer Stem Cells in Sarcoma Model Cells by Deep Neural Network”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Udoy S. Basak, Sulimon Sattari, Motaleb M. Hossain, Kazuki Horikawa, Tamiki Komatsuzaki: “Inferring domain of Interaction among Dictyostelium discoideum colony from the ensemble of Trajectories of cells”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Md. Menhazul Abedin, Koji Tabata, Jean-Emmanuel Clément, Masumi Tsuda, Shinya Tanaka, Tamiki Komatsuzaki: “Application of Linear Bandit in Drug Screening Example”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Abdul Halim Bhuiyan, Jean-Emmanuel Clément, Kentaro Mochizuki, James Nick Taylor, Koji Tabata, Yuta Mizuno, Atsuyoshi Nakamura, Yoshinori Harada, Katsumasa Fujita, Tamiki Komatsuzaki: “To classify Raman spectra using Deep Learning Approach”, The 21st RIES-HOKUDAI International Symposium(12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.12.10
Ryoya Kondo, James N Taylor, Jean-Emmanuel Clément, Yuta Mizuno, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki：”Classification of Spectra in Raman Microscopic Image by Chemical Heterogeneity The 21st RIES-HOKUDAI International Symposium”, (12.10-12.11 ,2020), Online, Sapporo 12, 10 (Poster)
2020.07.31
Tamiki Komatsuzaki: “On-the-fly Raman image microscopy by reinforcement machine learning: How to accelerate the measurement?”, SCIX2020 Oct 12-15 Nevada USA (invited) (cancelled because of On-Demand presentation)
2020.05.04
Tamiki Komatsuzaki: “Geometrical aspect of chemical reaction dynamics in thermally fluctuating environments and Future Directions”, Chaos Indicators, Phase Space and Chemical Reaction Dynamics(5.4-5.6 ,2020), University of Bristol, UK (held online) 5, 4 (invited, oral)
2019.12.02
Udoy. S Basak, Sulimon Sattari, Tamiki Komatsuzaki: “An Information-theoretic approach to identify the interaction radius of a group of collectively moving animals”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Hiroshi Teramoto, Yutaro Kabata, Kenta Hayano, Naoki Hamada: “Type of singularity that can appear in Pareto set”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Sulimon Sattari, Udoy Basak, Sky Nicholson, Jason Green, Mikito Toda, Tamiki Komatsuzaki: “A sandbox model system for analyzing leadership in collective motion”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Koji Tabata, Atsuyoshi Nakamura, Tamiki Komatsuzaki: “Bad Arm Existence Checking Algorithm with Bandit Feeedback”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yasuaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki: “Raman Microscopic Histology using Ensemble Learning for Non-alcoholic Fatty Liver Disease”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
J. Nicholas Taylor, Kentaro Mochizuki, Kosuke Hashimoto, Yasuaki Kumamoto, Yoshinori Harada, Katsumasa Fujita, Tamiki Komatsuzaki: “High Resolution Raman Microscopic Detection of Follicular Thyroid Cancer Cells with Unsupervised Machine Learning”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.12.02
Jean-Emmanuel Clement, Shunsuke Ono, Kentaro Mochizuki, Katsumasa Fujita, Tamiki Komatsuzaki: “Raman Imaging for Exploring Cancer Metabolism”, The 20th RIES-HOKUDAI International Symposium(12.2-12.3 ,2019), Hokkaido University, Sapporo, Japan 12, 2 (Poster)
2019.11.26
Tamiki Komatsuzaki: “On-the-fly Raman image microscopy by reinforcement machine learning”, Biomedical Raman Imaging 2019(11.24-11.26 ,2019), Icho Kaikan, Suita Campus, Osaka University, Osaka, Japan 11, 26 (invited, oral)