Komatsuzaki Group, Hokkaido University

Presentations (international)_ENGLISH

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)
2019.11.25
Jean-Emmanuel Clement, Shunsuke Ono, Kentaro Mochizuki, Katsumasa Fujita, Tamiki Komatsuzaki: “Accelerated Raman hyperspectral imaging for cancer diagnosis”, Biomedical Raman Imaging 2019(11.24-11.26 ,2019), Icho Kaikan, Suita Campus, Osaka University, Osaka, Japan 11, 25 (oral)
2019.11.25
Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yasuaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki: “Raman Hyperspectral Image Analysis Using Ensemble Learning for Non-alcoholic Fatty Liver Disease”, Biomedical Raman Imaging 2019(11.24-11.26 ,2019), Icho Kaikan, Suita Campus, Osaka University, Osaka, Japan 11, 25 (oral)
2019.10.31
Tamiki Komatsuzaki: “Causal inference in Leader-follower relationship”, ICSB 2019: Singularity Biology: small elements change the function of the whole systems(10.31 ,2019), Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan 10, 31 (oral)
2019.10.21
Hiroshi Teramoto: “Classification of band crossing geometries, their invariants and bifurcations”, 6th International Workshop on Singularities in Generic Geometry and its Applications(10.21-10.25 ,2019), Campus de Burjassot of the Universitat de València, València 10, 21 (oral)
2019.09.13
Hiroshi Teramoto: ”Automation algorithms of classification of singularities, current status and future perspectives”, Singularity Theory and its Applications in Differential Equations and Differential Geometry(9.8-9.14 ,2019), Lomonosov Moscow State University, Department of Mechanics and Mathematics, Moscow 9, 13 (oral)
2019.08.02
Hiroshi Teramoto:”Classification, bifurcation and invariants of band crossings in terms of singularity theory”, Progress in the Mathematics of Topological States of Matter(7.29-8.2 ,2019), AIMR, Tohoku University, Sendai, Japan 8, 2 (Invited, Oral)
2019.07.03
Yuta Mizuno: “A diagrammatic approach to understanding complicated nonadiabatic chemical reaction dynamics”, XV INTERNATIONAL WORKSHOP ON QUANTUM REACTIVE SCATTERING (QRS2019 workshop)(7.1-5, 2019), Saitama University, Saitama, Japan 7, 3(oral)
2019.06.19
Jean-Emmanuel Clement: “Reflection about Surface Enhanced Raman Spectroscopy”, The Complexity of Dynamics and Kinetics from Single Molecules to Cells(6.15-6.20 ,2019), Telluride Intermediate School, Telluride, CO. USA 6, 19(oral)
2019.06.17
Tamiki Komatsuzaki: “Raman pathology and its phenotypic landscape for Non-alcoholic fatty liver diseases”, The Complexity of Dynamics and Kinetics from Single Molecules to Cells(6.15-6.20 ,2019), Telluride Intermediate School, Telluride, CO. USA 6, 17(invited, oral)
2019.05.04
Tamiki Komatsuzaki: “Deciphering hierarchical features in reaction network and energy landscape”, Network analysis to elucidate natural system dynamics, diversity and performance(5.2-5.4 ,2019), CECAM-FR-RA, Lyon, France 5, 4 (invited, oral)
2019.05.03
Aurelien Pelissierさんが講演いたしました。Aurelien Pelissier, Atsuyoshi Nakamura, Koji Tabata: “Feature Selection As Monte-Carlo Search in Growing Single Rooted Directed Acyclic Graph by Best Leaf Identification”, 2019 SIAM International Conference on Data Mining(5.2-5.4 ,2019), Hyatt Regency Calgary, Canada, Calgary 5, 3 (oral)
2018.07.10
Tamiki Komatsuzaki: “How One can Extract Energy Landscape from Single -Molecule Time Series under the Existence of Noise?”, Biophysical Dynamics(7.9-7.13 ,2018), Telluride Intermediate School, Telluride, CO. USA 7, 10 (invited, oral)
2018.05.09
Hiroshi Teramoto: “Normal forms in singularity for geometric classifications of band structures”, TraX International Conference 2018(5.9-5.10 ,2018), Campus de Cantoblanco of the Universidad Autónoma de Madrid, Madrid, Spain 5, 9 (invited, oral)
2017.11.30
Sulimon Sattari, Tamiki Komatsuzaki: “Predicting Biological Cell Aggregation Using Scalable Random Forest Decision Trees”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.11.30
Khalifa Mohammad Helal, Harsono Cahyadi, J. Nicholas Taylor, Akira Okajima, Yauaki Kumamoto, Hideo Tanaka, Yoshinori Harada, Tamiki Komatsuzaki: “Raman Microscopic Image Analysis based on Information-theoretic Approach”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.11.30
J. Nicholas Taylor, Tamiki Komatsuzaki: “Apparent Nonequilibrium Behavior in Single-Molecule FRET Time-Series Induced by Photophysics”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.11.30
Sosuke Ito: “Thermodynamics and information geometry”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.11.30
Koji Tabata, Atsuyoshi Nakamura, Tamiki Komatsuzaki: “Bad Arm Existence Checking Algorithm”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.11.30
Hiroshi Teramoto, Shyūichi Izumiya, Tamiki Komatsuzaki: “Toward Molecular Propagation through Degenerated Electron Energy Level Crossings”, The 18th RIES-Hokudai International Symposium(11.30-12.1 ,2017), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 11, 30 (Poster)
2017.09.13
Hiroshi Teramoto: “Application of Singularity Theory to Material Sciences”, Geometric and Algebraic Singularity Theory(9.11-9.15 ,2017), Będlewo Conference Center, Będlewo, Poland 9, 13 (oral)
2017.09.07
Tamiki Komatsuzaki: “Energy’landscapes’learned’from’single’molecule’FRET’time’series:’Role’of’Photobleaching”, Deciphering complex energy landscape and kinetic network from single molecules to cells: a new challenge to make theories meet experiments(9.3-9.8 ,2017), Hotel Mercure Dijon, Dijon, France 9, 7 (invited, oral)
2017.09.06
Sosuke Ito: “Thermodynamics of information on biochemical signaling networks”, Deciphering complex energy landscape and kinetic network from single molecules to cells: a new challenge to make theories meet experiments(9.3-9.8 ,2017), Hotel Mercure Dijon, Dijon, France 9, 6 (invited, oral)
2017.09.05
Hiroshi Teramoto: “Classification of Hamiltonians in neighborhoods of band crossings in terms of the theory of singularities”, the Floris Takens seminar series(9.5-9.5 ,2017), University of Groningen, Groningen, The Netherlands 9, 5 (invited, oral)
2016.12.13
Khalifa Mohammad Helal, Preetom Nag, Hiroshi Teramoto, Chun Biu Li, Hisashi Haga, Tamiki Komatsuzak: “Collective Cell Migration: Underlying Dynamics and Emergent Structures of Heterogeneity”, The 17th RIES-Hokudai International Symposium(12.13-12.14 ,2016), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 12, 13 (Poster)
2016.12.13
Preetom Nag, Khalifa Mohammad Helal, Hiroshi Teramoto, Chun-Biu Li, Hisashi Haga, Tamiki Komatsuzaki: “Dynamical Heterogeneity During Collective Migration of MDCK Epithelial Monolayer”, The 17th RIES-Hokudai International Symposium(12.13-12.14 ,2016), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 12, 13 (Poster)
2016.12.13
J.N. Taylor, Chun-Biu Li, Katsumasa Fujita, Tamiki Komatsuzaki: “Data-Driven Approaches to Raman Microscopic Image Analysis”, The 17th RIES-Hokudai International Symposium(12.13-12.14 ,2016), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 12, 13 (Poster)
2016.12.13
Yuji Tamiya, Chun-Biu Li, Rikiya Watanabe, Hiroyuki Noji, Tamiki Komatsuzaki: “The Non-equilibrium Effects on Reaction Kinetics of F1-ATPase”, The 17th RIES-Hokudai International Symposium(12.13-12.14 ,2016), Chateraise Gateaux Kingdom Sapporo, Sapporo, Hokkaido 12, 13 (Poster)
2016.10.04
Tamiki Komatsuzaki : “Molecular Functions and Energy Landscapes Extracted from Single Molecule Time Series Data”, HOKUDAI-NCTU Joint Symposium on Nano, Photo and Bio Sciences in 2016(10.4-10.5 ,2016), Lecture Hall, Frontier Research in Applied sciences Building, Hokkaido University, Sapporo, Hokkaido 10, 4 (invited, oral)
2016.05.20
Chun Biu Li : “A Nano-Scale Key-and-Unlock Mechanism in the F1-ATPase revealed by Single Molecule Time Series Analysis”, Seminar at Beijing Computational Science Research Center(5.20 ,2016), Beijing Computational Science Research Center, Beijing, China 5, 20 (invited, oral)
2016.03.29
Chun Biu Li : “From single molecule time series to networks and dynamics: approaches from information theory”, Conference on the Time in Biological Systems and Beyond(3.28-3.29 ,2016), National Tsing Hua University, Hsinchu, Taiwan 3, 29 (invited, oral)
2016.03.17
Hiroshi Teramoto, Mikito Toda, Tamiki Komatsuzaki : “ Classification of Electron Energy Level Crossings in terms of the Theory of Singularities and Analysis of Non-Adiabatic Transitions around the Crossings”, Computational Chemistry (CC) Symposium in ICCMSE(3.17-3.20 ,2016), Metropolitan Hotel, Athens, Greece 3, 17 (invited, oral)
2016.02.27
J.N. Taylor : “Data-driven quantification of heterogeneous microenvironments in live-cell Raman microscopic images”, The Biophysical Society 2016 BPS Annual Meeting(2.27-3.2 ,2016), Los Angeles Convention Center, Los Angeles, USA 2, 27 (oral)
2016.02.22
Chun Biu Li : “Time Series, Networks and Dynamics: Constructing Hidden Markov Model from Information Theory”, Department Seminar in Department of Chemistry, Computational Biopfysical Chemistry(2.22 ,2016), Hong Kong University, Hong Kong, China 2, 22 (invited, oral)
2015.12.20
Tamiki Komatsuzaki : “Toward deciphering cell individuality in systems biology”, Symposium #137 Life at Small Copy Numbers (The 2015 International Chemical Congress of Pacific Basin Societies)(12.19-12.20 ,2015), Sheraton Waikiki, Hawaii, USA 12, 20 (invited, oral)
2015.12.16
Nick Taylor : “Data-driven quantification of heterogeneous microenvironments in live-cell Raman microscopic images”, Symposium #121 Deciphering molecular complexity from protein functions to cellular network (The 2015 International Chemical Congress of Pacific Basin Societies)(12.15-12.16 ,2015), Convention Center, Hawaii, USA 12, 16 (oral)
2015.12.15
Tamiki Komatsuzaki : “Energy landscapes and conformation network learned from single molecule time series”, Symposium #121 Deciphering molecular complexity from protein functions to cellular network (The 2015 International Chemical Congress of Pacific Basin Societies)(12.15-12.16 ,2015), Convention Center, Hawaii, USA 12, 15 (invited, oral)
2015.11.27
Hiroshi Teramoto : “Dynamical Reaction Theory: Beyond the conventional perturbation theory”, Colloquium on kinetics and scattering theory for astrophysics (Nov 26-27) (in a part of the extended workshop “Theory of Gas Phase Scattering and Reactivity for Astrophysics(Nov 23-Dec 8)” along COST ‘Our chemical History’Action CM1401)(11.16-11.27 ,2015), Max Planck Institute of Colloids and Interfaces, Potsdam, Germany 11, 27 (invited, oral)
2015.11.27
Tamiki Komatsuzaki : “Phase Space geometry and Chemical Reaction Dynamics: Past, Present, and Future”, Colloquium on kinetics and scattering theory for astrophysics (Nov 26-27) (in a part of the extended workshop “Theory of Gas Phase Scattering and Reactivity for Astrophysics(Nov 23-Dec 8)” along COST ‘Our chemical History’Action CM1401)(11.16-11.27 ,2015), Max Planck Institute of Colloids and Interfaces, Potsdam, Germany 11, 27 (invited, oral)
2015.03.20
Hiroshi Teramoto, Mikito Toda, Tamiki Komatsuzaki : “Understandings of Chemical Reaction Dynamics in terms of Dynamical System Theory”, Computational Chemistry (CC) Symposium in ICCMSE(3.20-3.23 ,2015), Metropolitan Hotel, Athens, Greece 3, 20 (invited, oral)
2015.02.21
Tamiki Komatsuzaki : “Hierarchical structure of no-return transition states”, Spectroscopy and Dynamics of Molecules and Clusters 2015(2.19-2.22 ,2015), The Naini Retreat, Nainital, India 2, 21 (invited, oral)