Timetable

Timezone：Asia/Shanghai

Day 4,Oct. 12, 2025Sunday

S8-1

Session 8-1@AI, surrogate modeling and optimization

12 Oct 2025, 08:00-11:50

Wuhan Opties Valley Kingdom Plaza Kingdom Ballroom 3#, 3F

Offline Conference Oral Session

Timetable V4 Updated：07 Oct 2025, 16:28

Start End Duration ID Title
Chair: Sanghun Choi
08:00 08:30 30 207
Topology optimization of heat and mass transfer processes: models and applications
Li Chen/Xi' an Jiaotong University, China
Keynote speech
Chair: Satoshi Ii
08:30 08:50 20 60
Computational Design of Aerogel Windows: From Microstructure to Performance
Mu Du/Shandong University, China
Invited speech
08:50 09:05 15 211
Urban Microclimate Simulation for UAM Operation Safety Assessment Using LES Data–Driven POD–Transformer Modeling
Kim Jungwoo/Yonsei University, South Korea
Oral Presentation
09:05 09:20 15 118
Image recognition-based ultra-fast and accurate equivalent circuit model for metal hydride reactors
Wangxin Yang/Xi'an Jiaotong University, China
Oral Presentation
09:20 09:35 15 10
High efficiency design and optimization framework of TPMS structures for additive manufacturing applications
Hanyu Ning/Xi'an Jiaotong University, China
Oral Presentation
09:35 09:50 15 52
Active-Passive Synergistic Optimization of Building Cooling on Low-Latitude Islands Based on Deep Seawater Closed Cooling Air Conditioning System
Huimin Niu/North China Electric Power University, China
Oral Presentation
09:50 10:10 20 Coffee Break
Chair: Mu Du
10:10 10:30 20 199
Water and Thermal Management in Proton Exchange MembraneFuel Cells: Insights across Different Scales and AI-Driven Operating Condition Optimization
Lei Chen/Xi'an Jiaotong University, China
Invited speech
10:30 10:50 20 200
Multi-objective intelligent optimization of waste heat removal process for space nuclear reactors
Haochun Zhang/Harbin Institute of Technology, China
Invited speech
10:50 11:05 15 103
On-board Hydrogen Cylinder Filling Strategy Based on Stepwise Filling Mode
Daoting Wang/Beijing Institute of Petrochemical Technology, China
Oral Presentation
11:05 11:20 15 163
Numerical study and performance evaluation of a SWaP-refined miniature Stirling cryocooler for high-operating-temperature infrared detectors
Muhammad Shad/Huazhong University of Science and Technology, China
Oral Presentation
11:20 11:35 15 104
Performance of topology-optimized liquid flow channel for battery thermal management: preheating and cooling
Tianshuo Yang/Dalian Maritime University, China
Oral Presentation
11:35 11:50 15 113
A Fast Prediction Method for Multi-Physical Fields of Chip Heat Exchangers Based on CFD and Convolutional Neural Network
Hang Yu/Xi'an Jiaotong University, China
Oral Presentation
S8-2

Session 8-2@AI, surrogate modeling and optimization

12 Oct 2025, 13:30-16:35

Wuhan Opties Valley Kingdom Plaza Kingdom Ballroom 3#, 3F

Offline Conference Oral Session

Timetable V4 Updated：07 Oct 2025, 16:28

Start End Duration ID Title
Chair: Guang Feng
13:30 14:00 30 177
Physics-Informed Flow Simulations via Operator Learnings
Sanghun Choi/Kyungpook National University, South Korea
Keynote speech
Chair: Xuhui Meng
14:00 14:15 15 15
Solving Partial Differential Equations Based on Unstructured Neural Operators
Haobo Guo/Xi'an Jiaotong University, China
Oral Presentation
14:15 14:30 15 159
Monte Carlo physics-informed neural networks for multiscale heat conduction via phonon Boltzmann transport equation
Qingyi Lin/Huazhong University of Science and Technology, China
Oral Presentation
14:30 14:45 15 138
Generalizable subgrid scale stress modeling using graph neural networks with multi-scale physics
Louis Hutin/Institute of Science Tokyo, China
Oral Presentation
14:45 15:00 15 212
Reinforcement Learning-based Precision Temperature Control for Thermoelectric Heat Exchangers
SeokYong Lee/Kyungpook National University, South Korea
Oral Presentation
15:00 15:30 30 Coffee Break
Chair: Lei Chen
15:30 15:50 20 201
Prediction of patient-specific hemodynamics for cerebral aneurysms using computational fluid dynamics and deep learning techniques
Satoshi Ii/Institute of Science Tokyo, Japan
Invited speech
15:50 16:05 15 102
Optimization of Key Transport Parameters of Temporary Plugging Agents in Deep Reservoirs Using TCN and NSGA-II
Yue Wu/China University of Petroleum, China
Oral Presentation
16:05 16:20 15 112
Adaptive Flow Control Strategy for Power Lithium-Ion Batteries Based on LSTM-Encoder
Tianyi Zhang/Xi'an Jiaotong University, China
Oral Presentation
16:20 16:35 15 122
An Interpretable Deep Learning model for Quantifying Catalyst Layer Structural and Operating Condition Impacts on Performance in PEM Fuel Cells
Zhao Liu/Xi'an Jiaotong University, China
Oral Presentation
Important Date

  • Conference Date

    Oct 09

    2025

    to

    Oct 13

    2025

  • Oct 13 2025

    Registration deadline

  • Nov 15 2025

    Draft paper submission deadline

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Huazhong University of Science and Technology
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