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SCEJ 54th Autumn Meeting (Fukuoka, 2023)

Last modified: 2023-12-10 19:09:26

Hall and day program : Hall H

The preprints(abstracts) are now open (Aug. 28). These can be viewed by clicking the Paper IDs. The ID/PW sent to the Registered participants and invited persons are required.

Hall H(835)

Hall H, Day 1 | Hall H, Day 2 | Hall H, Day 3
ST-21 | SY-82

TimePaper
ID
Title / AuthorsKeywordsTopic codeAck.
number
Hall H(835), Day 1(Sep. 11)
ST-21 [Trans-Division Symposium]
Frontiers of Data-driven Research and Development
(9:00–10:40) (Chair: Shimada Iori)
9:009:20H101Development of machine learning model for CO2 absorption performance of blended amine solutions
CO2 absorption
machine learning
amine
ST-21445
9:209:40H102Predicting Physical Properties of Structurally Unknown Polymers Using Spectroscopy Data
Machine Learning
Predict
Descriptor
ST-21353
9:4010:00H103(withdrawn)

100364
10:0010:20H104[Featured presentation] Multimodal Deep Learning for Predictions of Various Properties of Composite Materials
multimodal deep learning
materials informatics
generative deep learning
ST-21602
10:2010:40H105Construction of MI platform for functional materials
Materials informatics
DX
ST-21450
(10:40–11:20) (Chair: Kaneko Shogo)
10:4011:20H106[Invited lecture] Material exploration and process optimization by digital technology
Materials Informatics
Process Informatics
Quantum Chemistry
ST-21784
(11:20–12:00) (Chair: Mukaida Shiho)
11:2012:00H108[Invited lecture] Data-driven Approaches for Functional Materials Development in SEKISUI CHEMICAL.
Data-Driven Development
Functional Materials
Materials Informatics
ST-21976
(13:00–13:40) (Chair: Mukaida Shiho)
13:0013:40H113[Invited lecture] Remote Operation Support and Automatic Plant Operation Technology In Waste-to-Energy Plants
Remote operation
Automatic operation
AI and Data analysis
ST-21979
(13:40–15:20) (Chair: Toya Yoshihiro)
13:4014:20H115[Invited lecture] Prediction and control of bacterial evolution through high-throughput automated experiments using robots
Laboratory automation
Laboratory evolution
Escherichia coli
ST-21805
14:2014:40H117Deep learning model for predicting all protein-protein interactions from sequence data
Cross attention
deep learning
prediction
ST-2133
14:4015:00Break
15:0015:20H119Development of mechanistic cell cultivation models in monoclonal antibody production using data-driven insights
(UTokyo) *(Stu)Okamura K., (Int)Badr S., (Stu)Ichida Y., (Reg·SPCE)Yamada A., (Reg)Sugiyama H.
Biopharmaceuticals
Lactate consumption
Glutamine
ST-21728
(15:20–17:00) (Chair: Muroga Shun)
15:2015:40H120Development of microbial production process by model based metabolic design and directed evolution
Model based metabolic pathway design
Directed evolution
Metabolic engineering
ST-21225
15:4016:00H121Machine learning guided enzyme’s molecular recognition specificity conversion
enzyme design
machine learning
ST-21235
16:0016:20H122High accuracy prediction of edible oil oxidation stability by multivariate analysis incorporating chemiluminescence information
multivariate analysis
oxidative stability
edible oil
ST-21686
16:2016:40H123Application of reaction mechanism search method using chemical reaction neural network to glycerol oxidation reaction
physics informed neural network
kinetics model
data-driven
ST-21480
16:4017:00H124Applicational study of symbolic regression to exploring new materials and constructing kinetics models
Machine learning
Materials Informatics
Reaction Kinetics
ST-21948
Hall H(835), Day 2(Sep. 12)
(9:00–10:20) (Chair: Kaneko Shogo)
9:009:20H201Elucidation of appropriate data acquisition conditions for API concentration prediction by NIR
NIR Spectrum
diffuse reflectance measurement
API concentration prediction
ST-21741
9:209:40H202Development of a soft sensor and a controller system of hydrogen concentration in the exhaust gas in fuel cell systems
PEFC
Hydrogen control
soft sensor
ST-21203
9:4010:00H203Novel encoding method for high dimensional power consumption data in distributed energy system for short-term electricity demand forecasting
electricity demand prediction
distributed energy system
big data
ST-21550
10:0010:20H204Calculation of Tokyo's Photovoltaic Potential and Study of the Effects of Reducing Daily Power Fluctuations from Facade Installations
Facade installation
Photovoltaic power potential
Power fluctuation
ST-21646
(10:20–12:00) (Chair: Kim Sanghong)
10:2010:40H205Gaussian Process Regression Approaches for Process Optimization: A Case Study of Interface State Density Prediction between Insulator and Semiconductor
Gaussian process regression
length-scale
Metal-oxide-semiconductor
ST-21204
10:4011:00H206Design of integrated upstream and downstream monoclonal antibody production processes using surrogate models
Surrogate model
Machine learning
Bayesian optimization
ST-21816
11:0011:20H207Utilization of Bayesian optimization in the process development of drug substance
DX
Bayesian optimization
Simulation
ST-21167
11:2011:40H208Batch Bayesian optimization method for goal-oriented multi-objective functional materials design
Bayesian Optimization
ST-21385
11:4012:00H209Bayesian Optimization Framework for Polymer Composites Design Using High Dimensional Past Materials Data
Bayesian optimization
DX
Materials informatics
ST-21187
SY-82 [Symposium of Division of Materials and Interfaces]
Coating Technology and Surface Processing
(13:20–14:40) (Chair: Komoda Yoshiyuki, Yoshihara Hirokazu)
13:2014:00H214[Invited lecture] Structure and Elastic Properties of Microparticle in Suspensions by Ultrasonic Scattering Methods
ultrasound
microparticle
elasticity
SY-827
14:0014:20H216Viscoelastic analysis of structural change in slurry during mixing
(PIA) *(Reg)Tatsumi R., (Reg)Koike O., (Reg)Yamaguchi Y., (UTokyo) (Reg)Tsuji Y.
rheology
numerical simulation
shear thickening
SY-821017
14:2014:40H217Coating flow simulation using particle method
Coating flow
numerical simulation
particle method
SY-82983
14:4015:00Break
(15:00–16:00) (Chair: Inasawa Susumu, Shibata Yusuke)
15:0015:20H219Effects of rheological properties on flow behavior in the die lip of a slit die coater
(Kobe U.) *(Stu)Kohno A., (Reg)Komoda Y., (Reg)Ohmura N.
die coater
coating film shape
coating bead
SY-82818
15:2015:40H220Evaluation of the interfacial affinity between organic-modified nanoparticles and organic solvents
nanoparticles
organic solvent
interfacial affinity
SY-82776
15:4016:00H221Airflow Analysis of a Coating Room Using Full Cloud CAE
CAE
FVM
Coating
SY-821052
Hall H(835), Day 3(Sep. 13)
(9:40–11:20) (Chair: Tatsumi Rei, Katayama Ryo)
9:4010:20H303[Invited lecture] Operando observation technique based on combined OCT-TG for monitoring internal structure of drying ceramic coating film
OCT
drying
Operando observation
SY-821047
10:2010:40H305Simulation of crosslinked network structure formation and prediction of physical properties of bifunctional monomers using a lattice model
lattice model
cross-link
photopolymerization
SY-82159
10:4011:00H306Compression and liquid-solid transition of particulate films induced by water evaporation
water evaporation
compression
liquid-solid transition
SY-82184
11:0011:20H307Dry process to create solid electrolyte composite flexible film
all solid-state battery
solid electrolyte
Flexible film
SY-821055

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SCEJ 54th Autumn Meeting (Fukuoka, 2023)


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