Workshop on Scientific Computing and Learning
AUGUST 17-18, 2023
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The purpose of the workshop is to encourage communication among international scientists to discuss cutting-edge topics of scientific computing, learning and their application, to leverage the use of novel algorithms in economics and industry, to promote international research cooperation, and to improve the training of young talents.
Date
August 17-18, 2023
Venue
Learning Commons
Faculty of Science and Technology
University of Macau, E11
Avenida da Universidade,
Taipa, Macau, China
Hotel Recommendation
- 瑞吉酒店 (The St. Regis Macao)
📍澳門倫敦人，金光大道連貫公路, 路氹, 澳門, 中國澳門
The Londoner Macao, Estrada do Istmo, s/n, Cotai, Macau, Macau SAR, China
https://www.londonermacao.com/hotels/st-regis-macao.html
- 威尼斯人酒店 (The Venetian Macao)
📍澳門威尼斯人, 氹仔望德聖母灣大馬路, 路氹, 澳門, 中國澳門
Estrada da Baia de N. Senhora da Esperanca, Cotai, Macau, Macau SAR, China
https://www.venetianmacao.com/
- 巴黎人酒店 (The Parisian Macao)
📍澳門巴黎人, 金光大道連貫公路, 路氹, 澳門, 中國澳門
Lote 3, Estrada do Istmo, Cotai Venetian Macau, Cotai, Macau, Macau SAR, China
https://www.parisianmacao.com/
- 康萊德酒店 (Conrad Macao)
📍澳門康萊德, 路氹連貫公路, 路氹, 澳門, 中國澳門
Estrada do Istmo. s/n Cotai, Cotai, Macau, Macau SAR, China
https://www.themacauroosevelt.com/
- JW萬豪酒店 (JW Marriott Hotel Macau)
📍 澳門銀河綜合度假城，望德聖母灣大馬路, 路氹, 澳門, 中國澳門
Galaxy Macau, Estrada da Baía da Nossa Senhora da Esperança, s/n, Cotai, Macau SAR, China
https://www.galaxymacau.com/hotels/jw-marriott/
- 羅斯福酒店 (The Macau Roosevelt)
📍澳門羅斯福, 氹仔東亞運大馬路924-998號, 氹仔, 澳門, 中國澳門
Nos. 924 e 998 da Avenida dos Jogos da Ásia Oriental- Aos acessos do imóvel, Taipa, Macau, Macau SAR, China
https://www.themacauroosevelt.com/
*以上酒店距離澳門大學約15-20 分鐘車程。The above hotels are about 15–20 minutes drive from the University of Macau.
Chair Professor, Xiao-Chuan CAI, Department of Mathematics and Centre for Applied Mathematics, Faculty of Science and Technology, University of Macau
Associate Professor, Guanghui HU, Department of Mathematics and Centre for Applied Mathematics, Faculty of Science and Technology, University of Macau
Assistant Professor, Li LUO, Department of Mathematics and Centre for Applied Mathematics, Faculty of Science and Technology, University of Macau
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Luca Pavarino, Professor, University of Pavia, Italy |
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Xinyi Leng, Assistant Professor, The Chinese University of Hong Kong, Hong Kong |
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Chon Lok Lei, UM Macao Fellow, University of Macau, Macau |
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Yi Jiang, Assistant Professor, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China |
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Xiao-Ping Wang, Professor, The Hong Kong University of Science and Technology, Hong Kong, and The Chinese University of Hong Kong, Shenzhen, China |
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Shidong Jiang, Senior Research Scientist, Center for Computational Mathematics, Flatiron Institute, USA |
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Guanghui Hu, Associate Professor, University of Macau, Macau |
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Shanlin Qin, Assistant Professor, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China |
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Jun Zou, Professor, The Chinese University of Hong Kong |
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Dong Wang, Assistant Professor, The Chinese University of Hong Kong, Shenzhen, China |
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Yingzhi Liu, Research Assistant Professor, University of Macau, Macau |
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Alexander Heinlein, Assistant Professor, Delft University of Technology, Netherlands |
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Stefano Zampini, Research Scientist, King Abdullah University of Science and Technology, Saudi Arabia |
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Fei Wang, Professor, Xi'an Jiaotong University, China |
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Ying Li, Associate Professor, Shanghai University, China |
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Li Luo, Assistant Professor, University of Macau, Macau |
| 17 August, 2023 | ||||
| No. | Time | Speaker | Title | Chair |
| 1 | 9:30-10:00 |
Luca Pavarino, University of Pavia, Italy |
Scalable Multilevel Preconditioners for Cell-by-cell and Bidomain Cardiac Models | Xiao-Chuan CAI |
| 2 | 10:00-10:30 |
Xinyi Leng, The Chinese University of Hong Kong, Hong Kong |
Computational Fluid Dynamics Modeling: the Clinical Implications in Stroke and Intracranial Atherosclerotic Disease (ICAD) | |
| 10:30-11:00 | Break | |||
| 3 | 11:00-11:30 |
Chon Lok Lei, University of Macau, Macau |
Sources of Discrepancy and Their (Potential) Solutions for Learning ODE Models | Xiao-Chuan CAI |
| 4 | 11:30-12:00 |
Yi Jiang, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China |
A Nonlinear Preconditioning Technique for the Modeling of Heterogeneous Hyperelastic Cardiac Tissues | |
| 12:00-14:00 | Lunch | |||
| 5 | 14:00-14:30 |
Shidong Jiang, Center for Computational Mathematics, Flatiron Institute, USA |
A Dual-space Multilevel Kernel-splitting Framework for Discrete and Continuous Convolution | Jun Zou |
| 6 | 14:30-15:00 |
Guanghui Hu, University of Macau, Macau |
Towards Efficient Solutions of Kohn-Sham Equation for Electronic Structure Calculations | |
| 7 | 15:00-15:30 |
Shanlin Qin, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, China |
Scalable Domain Decomposition Methods for Blood Flow Simulations in Human Arteries | Xiaoqing Jin |
| 8 | 15:30-16:00 |
Yujie Gong, University of Macau, Macau |
An Interactive Platform for a High Performance Digital Twin of a Human Heart | |
| 16:00-17:00 | Lab demo at E11-2024: Metaverse for Medical Application | |||
| 18 August, 2023 | ||||
| No. | Time | Speaker | Title | Chair |
| 9 | 9:30-10:00 |
Jun Zou, The Chinese University of Hong Kong, Hong Kong |
An Efficient Direct Sampling-type Method for Recovering Moving Inhomogenerous Inclusions | Li Luo |
| 10 | 10:00-10:30 |
Dong Wang, The Chinese University of Hong Kong, Shenzhen, China |
An Efficient Unconditionally Stable Method for Dirichlet Partition | |
| 10:30-11:00 | Break | |||
| 11 | 11:00-11:30 |
Ruey-Song Huang, Assistant Professor University of Macau |
Mapping the Neural Basis of Language Processing with fMRI | Dong Wang |
| 12 | 11:30-12:00 |
Alexander Heinlein, Delft University of Technology, Netherlands |
Multilevel Domain Decomposition-based Architectures for Physics-informed Neural Networks | |
| 12:00-14:00 | Lunch | |||
| 13 | 14:00-14:30 |
Stefano Zampini, King Abdullah University of Science and Technology, Saudi Arabia |
Device Accelerated Solvers with PETSc: Experiences with Inexact Newton Methods for Machine Learning Training | Xiao-Chuan Cai |
| 14 | 14:30-15:00 |
Fei Wang, Xi'an Jiaotong University, China |
Local Randomized Neural Networks Methods for Interface Problems | |
| 15:00-15:30 | Break | |||
| 15 | 15:30-16:00 |
Ying Li, Shanghai University, China |
Deep Learning Based Iteration Scheme Approximation for Solving PDEs | Guanghui Hu |
| 16 | 16:00-16:30 |
Li Luo, University of Macau, Macau |
Nonlinearly Preconditioned Inexact Newton Method with Learning Capability | |
Coming soon.
Please feel free to contact us.
Email: cam.enquiry
Secretary: Weng Hin Lo, Priscilla, priscillalo