| Published Papers |
| No. | Ｔitle | Journal | Vol | No | Start Page | End Page | Publication date | DOI | Referee |
| 1 | A novel method of reconstructing planar flow field from given distribution of single velocity component: comparison to conventional divergence-free approach  | Meccanica | | | | | Jul. 17, 2024 | https://doi.org/10.1007/s11012-024-01771-91 | Refereed |
| 2 | Application of physics-informed neural network to process analysis of liquid film coatings | CMD Newsletter | 71 | | 36 | 39 | Jul. 2024 | | Not refereed |
| 3 | Transition of low Reynolds number flow around Ahmed body of slant angle 𝜃 = 29° and 31° | Transactions of Society of Automotive Engineers of Japan | 55 | 3 | 593 | 600 | May. 2024 | https://doi.org/10.11351/jsaeronbun.55.5931 | Refereed |
| 4 | Formation of Thickness Undulation During Coating and Drying Processes of Liquid Films | Journal of Japan Coating Technology Association | 59 | 1 | 542 | 553 | Jan. 2024 | | Not refereed |
| 5 | Analysis Method for Luminescence Obtained by HighSpeed Camera for Solidification Experiments at the Electrostatic Levitation Furnace in the International Space Station | International Journal of Microgravity Science and Application | 41 | 1 | 410101 | | Jan. 2024 | | Refereed |
| 6 | Round-robin measurement of surface tension of high-temperature liquid platinum free of oxygen adsorption by oscillating droplet method using levitation techniques | High Temperature Materials and Processes | 42 | 1 | | | Dec. 31, 2023 | https://doi.org/10.1515/htmp-2022-03061 | Refereed |
| 7 | Influence of different outflow boundary conditions on hemodynamic analysis of cerebral aneurysm | Journal of Biorheology | 37 | 1 | 21 | 34 | Aug. 2023 | https://doi.org/10.17106/jbr.37.211 | Refereed |
| 8 | Surrogate models for the magnitude of convection in droplets levitated through EML, ADL, and ESL methods | International Journal of Microgravity Science and Application | 40 | 3 | 1 | 20 | Jul. 31, 2023 | https://doi.org/10.15011/jasma.40.4003021 | Refereed |
| 9 | Trend in Physics-Informed Neural Networks and Application to Liquid Film Flows | Journal of the Japanese Society for Artificial Intelligence | 38 | 3 | 335 | 344 | May. 2023 | https://doi.org/10.11517/jjsai.38.3_3351 | Not refereed |
| 10 | Effects of Oxygen Partial Pressure and Tolerance Factor on Phase Selection of DyMnO3 | Journal of the Japan Institute of Metals and Materials | 早期公開 | | | | Apr. 2023 | https://doi.org/10.2320/jinstmet.j20230061 | Refereed |
| 11 | Effects of Oxygen Partial Pressure and Tolerance Factor on Phase Selection of DyMnO<sub>3</sub> | MATERIALS TRANSACTIONS | | | | | 2023 | https://doi.org/10.2320/matertrans.mt-m20231231 | Refereed |
| 12 | Physics‐informed neural network applied to surface‐tension‐driven liquid film flows | International Journal for Numerical Methods in Fluids | 94 | 9 | 1359 | 1378 | Apr. 2022 | https://doi.org/10.1002/fld.50931 | Refereed |
| 13 | Mechanism of Oscillatory Flow around the Ahmed Body at low Reynolds Numbers | Transactions of Society of Automotive Engineers of Japan | 52 | 6 | 1254 | 1260 | Nov. 2021 | https://doi.org/10.11351/jsaeronbun.52.12541 | Refereed |
| 14 | Nucleation-Controlled Phase Selection in Rapid Solidification from Undercooled Melt of DyMnO3 | MATERIALS TRANSACTIONS | 62 | 7 | 982 | 987 | Jul. 1, 2021 | https://doi.org/10.2320/matertrans.mt-m20210471 | Refereed |
| 15 | Efficient Implementation of Two-Phase Flow Solver Based on THINC/SW and S-CLSVOF on Unstructured Meshes | International Journal of Microgravity Science and Application | 38 | 3 | 380301 | | Jul. 2021 | https://doi.org/10.15011/jasma.38.3803011 | Refereed |
| 16 | Nucleation-Controlled Phase Selection in Rapid Solidification from Undercooled Melt of DyMnO3 | Journal of the Japan Institute of Metals and Materials | 85 | 4 | 155 | 161 | Apr. 1, 2021 | https://doi.org/10.2320/jinstmet.j20200611 | Refereed |
| 17 | Analysis of Improvement Effect of Thermal Sensation via Seat Ventilation System -Heat Transfer Analysis in Seat Ventilation System with Human Subjects- | | 52 | 2 | 388 | 394 | Feb. 2021 | | Refereed |
| 18 | Classification of Steady Flows Around the Ahmed Body at Low Reynolds Numbers | Transactions of Society of Automotive Engineers of Japan | 51 | 5 | 818 | 823 | Aug. 2020 | | Refereed |
| 19 | Spatio-temporal thickness variation and transient Marangoni number in striations during spin coating | International Journal of Heat and Mass Transfer | 154 | | 119678 | 119678 | Jun. 2020 | https://doi.org/10.1016/j.ijheatmasstransfer.2020.1196781 | Refereed |
| 20 | Semi-analytical solution for deformation of elastic/viscoelastic two-layered films pressed on partially-opened substrate | International Journal of Solids and Structures | 191-192 | | 588 | 600 | May. 15, 2020 | https://doi.org/10.1016/j.ijsolstr.2019.12.0131 | Refereed |
| 21 | Analysis of infection risk with agent simulation - Inhibiting infection risk with surgical mask and corridor width | 16th Conference of the International Society of Indoor Air Quality and Climate: Creative and Smart Solutions for Better Built Environments, Indoor Air 2020 | | | | | 2020 | | |
| 22 | Containerless processing of metastable multiferroic composite in Ln-(Mn, Fe)-O system (Ln: Lanthanide) | Journal of the American Ceramic Society | Early View | | | | 2020 | https://doi.org/10.1111/jace.171941 | Refereed |
| 23 | Numerical simulation of the sterilization effect with UV lamps in air-conditioning systems | 16th Conference of the International Society of Indoor Air Quality and Climate: Creative and Smart Solutions for Better Built Environments, Indoor Air 2020 | | | | | 2020 | | |
| 24 | Efficient Solution Procedure for Thermofluidics in Turbochargers —Momentum Source Model with Considering Viscous Loss— | Transactions of Society of Automotive Engineers of Japan | 50 | 6 | 1665 | 1672 | Nov. 2019 | https://doi.org/10.11351/jsaeronbun.50.16651 | Refereed |
| 25 | Effect of Slant Angle on Unsteady Flow Structures of Ahmed Body | Transactions of Society of Automotive Engineers of Japan | 50 | 1 | 154 | 159 | Jan. 2019 | https://doi.org/10.11351/jsaeronbun.50.1541 | Refereed |
| 26 | Understanding of boundary conditions imposed at multiple outlets in computational haemodynamic analysis of cerebral aneurysm | Journal of Biorheology | 33 | 2 | 32 | 42 | 2019 | https://doi.org/10.17106/jbr.33.321 | Refereed |
| 27 | Large-Scale Separated Vortex Generated in a Wake Flow of Ahmed’s Body | Flow, Turbulence and Combustion | 102 | | 1 | 16 | Jun. 28, 2018 | https://doi.org/10.1007/s10494-018-9950-21 | Refereed |
| 28 | In vitro measurement of platelet adhesion to intact endothelial cells under low shear conditions | Biorheology | 54 | 2-4 | 51 | 65 | 2018 | https://doi.org/10.3233/BIR-171391 | Refereed |
| 29 | Splash and bounce of droplet on liquid film under low gravity | Int. J. Microgravity Sci. Appl. | 33 | 1 | 330110 | | Jan. 2016 | | Refereed |
| 30 | Double-peaked edge-bead in drying film of solvent-resin mixtures | Physics of Fluids | 27 | 10 | 102105 | 102105 | Oct. 2015 | https://doi.org/10.1063/1.49346701 | Refereed |
| 31 | Industrial Materials : Numerical Simulation of Double Peaked Edge-Bead in Thick Photoresist Films | 応用数理 | 25 | 3 | 125 | 128 | Sep. 2015 | https://doi.org/10.11540/bjsiam.25.3_1251 | Not refereed |
| 32 | Identifying rotation and oscillation in surface tension measurement using an oscillating droplet method | Heat Transfer - Asian Research | 37 | 7 | 421 | 430 | 2008 | https://doi.org/10.1002/htj.202141 | Refereed |
| 33 | Attempt to study Marangoni flow of low-Pr-number fluids using a liquid bridge of silver | ADVANCES IN SPACE RESEARCH | 41 | 12 | 2107 | 2111 | 2008 | https://doi.org/10.1016/j.asr.2007.04.1061 | Refereed |
| 34 | Linear stability of thermocapillary flow in partially confined half-zones | Physics of Fluids | 19 | 4 | 044103 | 044103 | Apr. 2007 | https://doi.org/10.1063/1.27140211 | Refereed |
| 35 | Stability of thermocapillary flow in liquid bridges of low-Prandtl-number fluids | Tokyo Metropolitan Institute of Technology | | | | | Mar. 2007 | | Not refereed |
| 36 | Suggestion for identifying rotation and l=2, m=.+-.2 oscillation in surface tension measurement by oscillating droplet method | Japan Journal of Thermophysical Properties | 21 | 4 | 207 | 211 | 2007 | https://doi.org/10.2963/jjtp.21.2071 | Refereed |
| 37 | Effects of Gravitational Acceleration on Formation of Coronets | JASMA : Journal of the Japan Society of Microgravity Application = 日本マイクログラビティ応用学会誌 | 23 | 1 | 46 | 47 | Jan. 31, 2006 | | Not refereed |
| 38 | Effect of centrifugal forces on the instability of the thermocapillary flow in partially confined half-zones | MICROGRAVITY SCIENCE AND TECHNOLOGY | 18 | 3-4 | 132 | 136 | 2006 | https://doi.org/10.1007/BF028703951 | Refereed |
| 39 | Oscillatory transition of axisymmetric flow in partially confined thermocapillary bridges of low-Pr fluids: Effect of centrifugal and elliptic instability mechanisms | J. Jpn. Soc. Microgravity Appl. | 23 | 4 | 233 | 243 | 2006 | | Refereed |
| 40 | Experimental study on time evolution of Marangoni flow instability in molten silicon bridge | JOURNAL OF MATERIALS SCIENCE | 40 | 9-10 | 2221 | 2225 | May. 2005 | https://doi.org/10.1007/s10853-005-1937-41 | Refereed |
| 41 | Non-contact measurement of surface oscillation due to Marangoni flow instability in a silicon liquid bridge by phase-shift interferometry | JOURNAL OF MATERIALS SCIENCE | 40 | 9-10 | 2245 | 2249 | May. 2005 | https://doi.org/10.1007/s10853-005-1941-81 | Refereed |
| 42 | Study on Marangoni Flow in Liquid Bridge of Silicon | J. Jpn. Soc. Microgravity Appl. | 21 | 4 | 276 | 280 | Oct. 31, 2004 | | Not refereed |
| 43 | Numerical simulation of Marangoni flow in partially confined half-zone liquid bridge of low-Prandtl-number fluids | JOURNAL OF CRYSTAL GROWTH | 266 | 1-3 | 145 | 151 | May. 2004 | https://doi.org/10.1016/j.jcrysgro.2004.02.0391 | Refereed |
| Conference Activities & Talks |
| No. | Ｔitle | Conference | Publication date | Promoter | Venue |
| 1 | Mechanism of low Reynolds number oscillatory flow past Ahmed body | 2024 JSAE Annual Congress (Spring) | May. 22, 2024 | | |
| 2 | Measurement framework for thermophysical properties of molten metal oxides by aerodynamic levitation: identifictation of surface tension and viscosity from droplet oscillation behaviour | | Jan. 16, 2024 | | |
| 3 | Panel method for inviscid flows in axisymmetric cylindrical coordinates | 37th CFD Symposium | Dec. 17, 2023 | | |
| 4 | Simultaneous estimation of multiple physical properties by data assimilation using PINN | 37th CFD Symposium | Dec. 16, 2023 | | |
| 5 | Thermal Storage Material Using Miscibility Gap Alloys | 35th Conference of the Japan Society of Microgravity Application (JASMAC-35) | Oct. 27, 2023 | | |
| 6 | Melting and Solidification Experiments of Ti Alloy Samples with TiC by ISS-ELF in Hetero-3D Mission | 35th Conference of the Japan Society of Microgravity Application (JASMAC-35) | Oct. 27, 2023 | | |
| 7 | Density Measurement of Liquid Platinum by Aerodynamic Levitation with Split Nozzle | 35th Conference of the Japan Society of Microgravity Application (JASMAC-35) | Oct. 25, 2023 | | |
| 8 | Simulation of metal solidification process for improvement of metal additive manufacturing | 35th Conference of the Japan Society of Microgravity Application (JASMAC-35) | Oct. 25, 2023 | | |
| 9 | Effect of Convection on Microstructure Refinement in Ti6Al4V Alloys with Additive TiC Solidified via Levitation Techniques | 35th Conference of the Japan Society of Microgravity Application (JASMAC-35) | Oct. 25, 2023 | | |
| 10 | Measurement framework for thermophysical properties of molten metal oxides by aerodynamic levitation: Identification procedure of surface tension from static droplet shape | 35th Conference of the Japan Society of Microgravity Application (JASMAC-35) | Oct. 25, 2023 | | |
| 11 | Estimation of the Surface Tension for Molten Fe–Si–Cu Ternary System Alloys | 35th Conference of the Japan Society of Microgravity Application (JASMAC-35) | Oct. 25, 2023 | | |
| 12 | Surface Tension Measurement of Molten Cu-Fe Alloys: A Key Step for succeeding the Thermal Storage Project at the ISS | 35th Conference of the Japan Society of Microgravity Application (JASMAC-35) | Oct. 25, 2023 | | |
| 13 | Effect of slant angle on mechanism of transition to oscillatory flow around Ahmed body | | Oct. 11, 2023 | | |
| 14 | Evolutional Deep Neural Network applied to equation of liquid film flows | JSFM Annual Meeting 2023 | Sep. 22, 2023 | | |
| 15 | Multiphase mixture model for simulation of melting and permeation process of lunar regolith for production of exterior walls | The 34th International Symposium on Space Technology and Science (ISTS-34) | Jun. 8, 2023 | | |
| 16 | Prediction of internal flow and heat transfer in molten metal droplet levitated by electro-magnetic, aero-dynamic, and electro-static methods | 38th Annual Meeting for the American Society for Gravitational and Space Research (ASGSR 2022) | Nov. 11, 2022 | | |
| 17 | Simulation of melting and solidification process of lunar regolith layer for production of exterior walls | 38th Annual Meeting for the American Society for Gravitational and Space Research (ASGSR 2022) | Nov. 11, 2022 | | |
| 18 | Critical Reynolds Number for Onset of Oscillatory Flow around Ahmed Body of Slant Angle 31 Degree | 2022 JSAE Congress (Autumn) | Oct. 14, 2022 | | |
| 19 | Effect of activation function types on physics-informed neural networks | JSFM Annual Meeting 2022 | Sep. 27, 2022 | JSFM | Kyoto University |
| 20 | Simulation of melting and solidification process of lunar regolith layer for production of exterior walls | 34th Conference of the Japan Society of Microgravity Application (JASMAC-34) | Sep. 16, 2022 | JASMA | Nagoya |
| 21 | Numerical simulation of thermofluidic in droplet levitated by electro-magnetic, aero-dynamic, and electro static methods | 34th Conference of the Japan Society of Microgravity Application (JASMAC-34) | Sep. 16, 2022 | JASMA | Nagoya |
| 22 | Physics-informed machine learning and its application to liquid film flows | 5th Technical Session on Surrogate Modeling for Analysis and Design | Jul. 19, 2022 | | |
| 23 | Three-dimensional time-dependent numerical simulation of liquid film flow during spin-coating | 35th CFD Symposium, | Dec. 14, 2021 | | |
| 24 | Improvement of Two-Phase Flow Solver based on THINC/SW and S-CLSVOF on Unstructured Meshes | 33rdConference of the Japan Society of Microgravity Application (JASMAC-33) | Oct. 15, 2021 | | |
| 25 | Metal manufacturing for space architecture by Lunar regolith: Numerical simulation of melting and solidification process of graveled regolith | 33rd Conference of the Japan Society of Microgravity Application (JASMAC-33) | Oct. 13, 2021 | JASMA | Online |
| 26 | Extension of Physics-Informed Neural Network using Convolutional Neural Network | 33rd Conference of the Japan Society of Microgravity Application (JASMAC-33) | Oct. 13, 2021 | JASMA | Online |
| 27 | Marangoni Effect on Thermofluidics in Droplet in the Electro-Magnetic Levitation | 33rd Conference of the Japan Society of Microgravity Application (JASMAC-33) | Oct. 13, 2021 | JASMA | Online |
| 28 | Effect of Transfer Learning on Physics-Informed Neural Network | JSFM Annual Meeting 2021 | Sep. 21, 2021 | JSFM | Online |
| 29 | Modeling of liquid film flow during spin-coating; Marangoni-Bénard instability in parallel basic flow | 8th International Conference on Heat Transfer and Fluid Flow (HTFF’21) | Aug. 2, 2021 | | Online |
| 30 | Vortex panel method in axisymmetric cylindrical coordinate | 8th International Conference on Heat Transfer and Fluid Flow (HTFF’21) | Aug. 2, 2021 | | Online |
| 31 | Physics-Informed Neural Network with Variable Initial Conditions | 8th International Conference on Heat Transfer and Fluid Flow (HTFF’21) | Aug. 2, 2021 | | Online |
| 32 | Mechanism of oscillatory flow around the Ahmed body at low Reynolds numbers | 2021 JSAE Congress (Spring) | May. 27, 2021 | JSAE | Online |
| 33 | Analysis of Engine Heat Balance and Estimation of Thermal Efficiency Based on the Equivalent Theory Cycle | 2021 JSAE Congress (Autumn) | May. 2021 | JSAE | Online |
| 34 | Analysis of Improvement Effect of Thermal Sensation via Seat Ventilation System | 2020 JSAE Congress (Autumn) | Oct. 2020 | JSAE | Online |
| 35 | Efficient Method for Temperature Estimation with Heat Radiation Index CRI(R): Modeling of Heat Transfer Change Caused by Heat Protector | 2020 JSAE Congress (Autumn) | Oct. 2020 | JSAE | Online |
| 36 | Occurrence Conditions of Unsteady Flows Around the Ahmed Body at Low Reynolds Numbers | 2020 JSAE Congress (Autumn) | Oct. 2020 | JSAE | Online |
| 37 | Modeling of liquid film flow during spin-coating: Marangoni-B´enard instability for parallel basic flow | JSFM Annual Meeting 2020 | Sep. 2020 | JSFM | Online |
| 38 | Fast data-assimilation based on Physics-Informed Neural Network | JSFM Annual Meeting 2020 | Sep. 2020 | JSFM | Online |
| 39 | Physics-Informed Neural Network with variable initial conditions | JSFM Annual Meeting 2020 | Sep. 2020 | JSFM | Online |
| 40 | Vortex panel method in axisymmetric cylindrical coordinate | JSFM Annual Meeting 2020 | Sep. 2020 | JSFM | Online |
| 41 | Numerical Analysis of Flows Around the Ahmed Body at Low Reynolds Numbers | JSFM Annual Meeting 2020 | Sep. 2020 | JSFM | Online |
| 42 | The transition process of the flow around the Ahmed body at low Reynolds numbers | 2020 JSAE Congress (Autumn) | May. 2020 | JSAE | Online |
| 43 | Numerical Simulation on Breakup of Droplets from Vibrating Liquid Films | 31st Conference of the Japan Society of Microgravity Application (JASMAC-31) | Oct. 2019 | JASMA | Tohoku University |
| 44 | On Generation Process of Striation during Spin-Coating: Spatiotemporal Thickness Variation | 31st Conference of the Japan Society of Microgravity Application (JASMAC-31) | Oct. 2019 | JASMA | Tohoku University |
| 45 | On striation during spin-coating: measurement of transient thickness variation | JSFM Annual Meeting 2019 | Sep. 13, 2019 | The Japan Society of Fluid Mechanics | |
| 46 | Application of Physics-Informed Machine Learning to governing equation for liquid film flows | JSFM Annual Meeting 2019 | Sep. 13, 2019 | The Japan Society of Fluid Mechanics | Tokyo University of Science |
| 47 | Numerical study on oil flow in the vicinity of discharge reed valve of air compressor | 6th International Conference on Heat Transfer and Fluid Flow (HTFF19) | Aug. 2019 | | |
| 48 | Numerical simulation on breakup of droplets from vibrating liquid films | 6th International Conference on Heat Transfer and Fluid Flow (HTFF19) | Aug. 2019 | | |
| 49 | Analysis of Defogging Performance, Thermal Comfort, and Energy Saving for HVAC System Optimization in Passenger Vehicles | CLIMA 2019 | May. 2019 | | |
| 50 | Momentum Source Model for Thermofluidics in Turbocharger with Considering Viscous Loss | The 29th International Symposium on Transport Phenomena (ISTP29) | Oct. 31, 2018 | | |
| 51 | Aerodynamics on the POD of Team Keio Alpha | Loop Transport 2018 | Jul. 24, 2018 | | |
| 52 | Contribution of large-scale vortex on a transition mechanism of flow around Ahmed's body considered based on simultaneous measurement of velocity and pressure fields | Int. Conf. on Jets, Wakes and Separated Flows (ICJWSF-2017) | Oct. 9, 2017 | | |
| 53 | Modeling of flow and mass transfer in evaporating thick photoresist films | ASME-JSME-KSME Joint Fluids Engineering Conference | Jul. 2011 | | |
| 54 | Study on Half-Zone Model of Low Prandtl Number Fluids from a Viewpoint of Ambient Gas Flow | JASMAC-22 | Nov. 30, 2006 | | |
| 55 | Instability mechanisms of thermocapillay flow in partially confined half-zones | JASMAC-22 | Nov. 30, 2006 | JASMA | |
| 56 | Effect of the partial confinement of the free surface on linear stability of the thermocapillary flow in half-zone liquid bridges | JSME annual meeting 2006 | Sep. 15, 2006 | | |
| 57 | Non-axisymmetric behavior of flow instability for oscillatory thermocapillary convection in molten silicon bridge at high Ma-numbers | | Mar. 1, 2005 | | |
| 58 | Linear Stability Analysis of Thermocapillary Flow in Partially Confined Half-Zone Liquid Bridge | JASMAC-20 | Nov. 4, 2004 | JASMA | |
| 59 | Dynamic Experimental Analysis of Oscillatory Marangoni Flow in the Molten Silicon Bridge at High Marangoni Number | JASMAC-20 | Nov. 4, 2004 | JASMA | |
| 60 | Dynamic Behavior of Marangoni Flow Instability in Molten Silicon Bridge | Journal of the Japanese Association for Crystal Growth | Aug. 25, 2004 | | |
| 61 | Non-contact measurement of surface oscillation due to Marangoni flow instability in silicon liquid bridge by phase-shift-interferometry | JASMAC-19 | Oct. 23, 2003 | JASMA | |
| 62 | Direct Transition from Axisymmetric to Oscillatory Flow of Marangoni Convection in Partially Confined Half-Zone Liquid Bridge | 19th Conference of the Japan Society of Microgravity Application (JASMAC-19) | Oct. 23, 2003 | JASMA | |
| 63 | Numerical Simulation of Marangoni Flow in Si Half-Zone Liquid Bridge with Partially Confined Free Surface | 18th Conference of the Japan Society of Microgravity Application (JASMAC-18) | Oct. 17, 2002 | JASMA | |
| Research Grants & Projects |
| No. | Offer organization | System name | Title | Fund classification | Date |
| 1 | Japan Aerospace Exploration Agency | Grant-in-Aid for Front Loading Research from the Advisory Committee for Space Utilization Research | Measurement framework for thermophysical properties of molten metal oxides by aerodynamic levitation | competitive_research_funding | May. 2024 - Feb. 2025 |
| 2 | Japan Society for the Promotion of Science | KAKENHI | Analysis method for liquid film coating process by means of physics-informed machine learning with missing physics learning from observed data | competitive_research_funding | Apr. 2024 - Mar. 2027 |
| 3 | Japan Aerospace Exploration Agency | Grant-in-Aid for Front Loading Research from the Advisory Committee for Space Utilization Research | Measurement framework for thermophysical properties of molten metal oxides by aerodynamic levitation | competitive_research_funding | May. 2023 - Feb. 2024 |
| 4 | Japan Aerospace Exploration Agency | | Measurement framework for thermophysical properties of molten metal oxides by aerodynamic levitation | competitive_research_funding | Jul. 2022 - Feb. 2023 |
| 5 | Japan Society for Promotion of Science | KAKENHI | Innovative data assimilation method based on physics-informed machine learning and its application to multiple simultaneous estimation of physical properties of coating films | competitive_research_funding | Apr. 2022 - Mar. 2025 |
| 6 | Japan Society for the Promotion of Science | KAKENHI | Prediction of thickness undulations in coating of liquid films by means of physics-informed machine learning | competitive_research_funding | Apr. 2019 - Mar. 2023 |
| 7 | Japan Society for the Promotion of Science | KAKENHI | Modeling and suppression of the striation formation arising during spincoating of photoresist films | competitive_research_funding | Aug. 2017 - Mar. 2019 |
