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PRAGMA 41 Program

Sched schedule: PRAGMA41 Schedule

Day 1  Day 2  Day 3

Day 1 (Thursday, January 8, 2026) : PRAGMA Workshop
Time Main Activity Place
08:00 - 08:30 Registration Novotel Future Park Rangsit
08:30 - 09:00 Opening Remarks Thanyaburi Ballroom
09:00 - 09:50 Keynote talk 1:
"High-Resolution Weather and Climate Forecasting Models for Thailand: Towards Climate Resilience and Risk Management"
Dr. Chinnawat Pop Surussavadee,
CPS WEATHER Company Limited and CPS AGRI Company Limited
Thanyaburi Ballroom
09:50 - 10:15 PRAGMA 41 Welcome & Update Thanyaburi Ballroom
10:15 - 10:30 Coffee break Thanyaburi Ballroom Hallway
10:30 - 11:40 Presentation Session 1: Intelligent Urban Sensing and Digital Twins
Session Chair: Shinji Shimojo, Aomori University
- Harnessing Global Cloud-Edge infrastructure for Earthquake Early Warning at Scale
Kensworth Subratie, EarthScope Consortium
- Smart Blue Light Pole-based Real-Time Crowd Counting for Smart Campuses
Ming Zhao, Arizona State University
- The Application of Sentiment Analysis Tools in the Picture Frustration Study on the Community Perception of Airport Noise
Satanat Kitsiranuwat, Thammasat University
Krittika Lertsawat, Soundgood Project

- Digital Twin Technologies and 2D/3D GIS for Urban Development in Braga: Towards Smart and Sustainable Cities
Inês Calor, Centre of Studies in Geography and Spatial Planning (CEGOT)

*Note: Each presentation will have 10 min
Thanyaburi Ballroom
11:40 - 11:50 PRAGMA 41 Group Photo Thanyaburi Ballroom
11:50 - 12:40 Lunch Main Restaurant
12:40 - 13:20 Parallel 1.1:
PRAGMA 41 x SEAIP Collaborative Action Hackathon Overview
Thanyaburi Ballroom 1
Parallel 1.2:
PRAGMA Student Ice Breaking
Pathum Thani Room
13:20 - 14:45 Parallel 2.1: PRAGMA Collaborative Action Groups - Proposal & Ideas
(Topic: AI for Healthcare Innovation)
Thanyaburi Ballroom 1
Parallel 2.2: PRAGMA Collaborative Action Groups - Proposal & Ideas
(Topic: Climate Resilence and Sustainability)
Thanyaburi Ballroom 2
Parallel 2.3: PRAGMA Collaborative Action Groups - Proposal & Ideas
(Topic: Biodiversity in the City Soundscape)
Pathum Thani Room
14:45 - 15:15 Coffee break Thanyaburi Ballroom Hallway
15:15 - 16:45 Parallel 3.1
Presentation Session 2: Smart Optimization in High-Performance and Cloud Computing
Session Chair: Shava Smallen, UCSD
- Workload Prediction of HPC System via Collaborative Learning
Weicheng Huang, National Center for High-performance Computing (NCHC)
- Taming AWS Resource Selection via Rough Set Brokerage
Rajeev Wankar, University of Hyderabad
- SpotLake: The Evolution of a Cloud Spot Instance Dataset Platform – From Inception to Web-Scale Optimization
Kyungyong Lee, Hanyang University
- Optimizing Indonesian Risk Aware Route Network Generator using Asynchronous and Parallel Processing
Andria Arisal, University of Indonesia
- Towards Adaptive Multi-Objective Optimization for Fog Service Placement
Adhitya Nugraha, Universitas Dian Nuswantoro

*Note: Each presentation will have 10 min
Thanyaburi Ballroom 1
Parallel 3.2
Presentation Session 3: AI-Driven Discovery in Life and Health Sciences
Session Chair: Heru Suhartanto, University of Indonesia
- Baseline Study on Deep Learning Models for Early Detection of Periodontitis Using Periapical Radiographs
Nora Hariadi, University of Indonesia
- Integrating Functional Study Evidence to Enhance AI-based Variant Pathogenicity Predictions in SenusaBio Platform
Chandra Prasetyo Utomo, Yarsi University
- Reflections on a decade and more of the Indonesian Herbal Database for virtual screening
Rezi Riadhi Syahdi, University of Indonesia
- A Clinical Automated Report and Efficient Network (CARE-Net) for Medical Report Generation Using Quantization-Aware Training and Parallel Inference
Junta Zeniarja, Universitas Dian Nuswantoro

*Note: Each presentation will have 10 min
Thanyaburi 2
16:45 - 18:00
(for Hackathon Students)
Hack the Future I — Prototyping for Impact & Collaboration The Satit Space, Thammasat Secondary School
18:00 - 19:00
(for Hackathon Students)
Dinner for Hackathon Students The Satit Space, Thammasat Secondary School
Overnight
(for Hackathon Students)
Hack the Future II – Prototyping for Impact & Collaboration The Satit Space, Thammasat Secondary School

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Day 2 (Friday, January 9, 2026) : PRAGMA Workshop
Time Main Activity Place
08:00 - 08:30 Registration Novotel Future Park Rangsit
08:30 - 09:30 Keynote talk 2:
"Innovative Pathways to Urban Resilience: Integrating Community Engagement and Policy for Sustainable Cities"
Associate Professor Dr. Wijitbusaba Marome,
Faculty of Architecture and Planning, Thammasat University, Thailand
Thanyaburi Ballroom
9:30 - 10:30 Keynote talk 3:
"From Sound to Sustainability: Wave-Based Technologies for a Resilient Future"
Associate Professor Dr. Sorasak Danworaphong,
Institute of Music Science and Engineering, King Mongkut's Institute of Technology Ladkrabang, Thailand
Thanyaburi Ballroom
10:30 - 11:00 Coffee break Thanyaburi Ballroom Hallway
11:00 - 12:30 Parallel 4.1: PRAGMA Collaborative Action Groups - Showcase from Hackathon
(Topic: AI for Healthcare Innovation)
Thanyaburi Ballroom 1
Parallel 4.2: PRAGMA Collaborative Action Groups - Showcase from Hackathon
(Topic: Climate Resilence and Sustainability)
Thanyaburi Ballroom 2
Parallel 4.3: PRAGMA Collaborative Action Groups - Showcase from Hackathon
(Topic: Biodiversity in the City Soundscape)
Pathum Thani Room
12:30 - 14:20 Parallel 5.1.1:
Lunch (12:30 - 13:30)
Main Restaurant
Parallel 3.2
Research Poster Session
(13:30 - 14:20)
Session Chair: Thapana Boonchoo, Thammasat University
1) ELK-Based HPC Monitoring System with Automated Resource Management and Real-Time Notifications
Andria Arisal, University of Indonesia
2) Numerical Simulation of Sound Source Localization Using Time Difference of Arrival Method
Kapchawin Janthapa, King Mongkut's Institute of Technology Ladkrabang (KMITL)
3) Socio-acoustic Survey on Residential Health and Perception of Noise and Vibration from the Newly Operated Metro Line in Ho Chi Minh City, Vietnam
Takumi Shimomura, Osaka Metropolitan University
4) BCET-Enhanced CNN Encoder with LSTM-Attention Decoder for Chest Radiograph Captioning
Sakol Patcharapanyawat, Kasetsart University
5) Bounding Query Latency in Deduplicated Time-Series Datasets via Periodic State Materialization
Woohyeok Park and Taeyoon Kim, Hanyang University
6) Low-Profiling Latency Prediction for Cost-Efficient LLM Serving on Heterogeneous GPU Clusters
Juhyun Park, Hanyang University
7) Cloud Spot Instances Availability Dataset Collection for Multi-Node Scale
Kyumin Kim and Taeyoon Kim, Hanyang University
8) A Comparative Study of GPU Sharing Techniques for Inference Workloads in Kubernetes Clusters
Papon Choonhaklai, Nara Institute of Science and Technology (NAIST)
9) Adaptive Reinforcement Learning for Dynamic Controller Placement in Distributed SDN*
Kang Xingyuan, Nara Institute of Science and Technology (NAIST)
10) An End-to-End Lifelogging Framework for Privacy Preservation and Semantic Retrieval
Chanat Hattarungrueng, Thammasat University
11) Toward Trustworthy AI: From Intrinsic Design to Post-Hoc Validation
Peemapat Podsoonthorn, Thammasat University
12) Development of Emergency Evacuation Models for Panic Crowd : A Case Study of Fire Incidents at Chatuchak Park MRT Station
Ganlayakorn Nakprik, Chonlada Artpongsa and Numphueng Nusati,, Thammasat University
Thanyaburi Ballroom
Parallel 5.2:
Lunch & Steering Committee Meeting (12:30 - 14:20)
Pathum Thani Room
14:20 - 15:30 Demo Session: Adaptive Intelligence & Federated Digital Systems
Session Chair: Wanida Putthividhya, Thammasat University
- Oral & Demo: Dental ID: A Vision for the Future — From Control to Compassion: Connecting People Through Digital Healthcare
Aiko Morimoto, University of Osaka
Design of a Decentralized Annotation Platform and Preliminary Federated Learning Model on an Open Dental X-ray Dataset
Pamica Srimora, Thammasat University
- Context-Aware Robotic Arm Control System Based on MCP: An Implementation
Hsiu-Mei Chou, National Center for High-performance Computing (NCHC)

*Note: Each demo presentation will have 15 min
Thanyaburi Ballroom
15:30 - 15:45 Coffee break Thanyaburi Ballroom Hallway
15:45 - 17:00 Collaborative Action Hackathon Conclusions:
Reflections, Recognition, and Road Ahead
Thanyaburi Ballroom
17:00 - 17:30 PRAGMA Wrap-up & Next Meeting Announcement Thanyaburi Ballroom
18:30 - 21:00 Banquet Dinner Thanyaburi Ballroom

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Day 3 (Saturday, January 10, 2026) : PRAGMA Workshop
Time Activity Place
08:00 - 08:30 Check-in and departure Novotel Future Park Rangsit
08:30 - 12:30 Cross-cultural networking TBD

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