Researcher
Dr. Nat Wannawas
Documents 8
Internal projects 4
External projects 0
School
School of Engineering and Technology
School of Engineering and Technology
Major
Mechanical Engineering and Robotics Program
Mechanical Engineering and Robotics Program
Never entered data
| Quartile | Manuscript in Preparation | Journal Processing | Research Article | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Experiment | Data analysis | Review by mentor | Submission | Under review | Revision | Accepted Pending approval / Approved |
Published Pending approval / Approved |
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| Pending | Approved | Pending | Approved | |||||||
| Q1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Q2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Q3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Q4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Total | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Article | Participants | Journal | Fiscal | Selected 1 : 1 | Status | Approval | assessment | |
|---|---|---|---|---|---|---|---|---|
| 1 | 25832 | Scaling Functional Electrical Stimulation Control for Diverse Users Through Offline Distributional Reinforcement Learning (2026-02-01) 10.3390/robotics15020038 | Wannawas, Nat (F) Sukkuea, Arsanchai (C) Nerdnoi, Warakom (Co) Narayan, Jyotindra (Co) | Robotics (Q1), Volume 15, Issue 2 | Published | Approved | |||
| 2 | 25831 | Towards AI-Controlled FES-Restoration of Arm Movements: Controlling for Progressive Muscular Fatigue with Gaussian State-Space Models (2023-01-01) 10.1109/NER52421.2023.10123874 | Wannawas, Nat (F) Faisal, A. Aldo (C) | International IEEE EMBS Conference on Neural Engineering Ner (Q3), Volume 2023-April | 2023 | Published | Pending Approval | Can be assessment in 2023 | |
| 3 | 25830 | Towards AI-controlled FES-restoration of arm movements: Neuromechanics-based reinforcement learning for 3-D reaching (2023-01-01) 10.1109/NER52421.2023.10123831 | Wannawas, Nat (F) Faisal, A. Aldo (C) Wannawas, Nat (Co) | International IEEE EMBS Conference on Neural Engineering Ner (Q3), Volume 2023-April | 2023 | Published | Pending Approval | Can be assessment in 2023 | |
| 4 | 25829 | Towards AI-Controlled Movement Restoration: Learning FES-Cycling Stimulation with Reinforcement Learning (2023-01-01) 10.1109/ICORR58425.2023.10304767 | Wannawas, Nat (F,C) Wannawas, Nat (Co) Aldo Faisal, A. (Co) | IEEE International Conference on Rehabilitation Robotics () | 2023 | Published | Pending Approval | Can be assessment in 2023 | |
| 5 | 25828 | Accessible FES Cycling: Leveraging Cost-Effective Crank Angle Measurement and Reinforcement Learning for Stimulation Optimization (2024-01-01) 10.1109/BioRob60516.2024.10719849 | Wannawas, Nat (F,C) Wannawas, Nat (Co) Diaz-Pintado, Clara (Co) Narayan, Jyotindra (Co) | Proceedings of the IEEE Ras and EMBS International Conference on Biomedical Robotics and Biomechatronics (), Pages number 1529-1534 | Published | Pending Approval | |||
| 6 | 25827 | Controlling FES of arm movements using physics-informed reinforcement learning via co-kriging adjustment (2024-01-01) 10.1109/ICRA57147.2024.10610521 | Wannawas, Nat (F,C) Wannawas, Nat (Co) Diaz-Pintado, Clara (Co) Narayan, Jyotindra (Co) | Proceedings IEEE International Conference on Robotics and Automation (), Pages number 5555-5560 | Published | Pending Approval | |||
| 7 | 25826 | Identifying the Nature of Grip Force Signals in EEG & fNIRS with Multi-Modal Graph Fusion Network (2025-07-01) 10.1109/EMBC58623.2025.11254624 | Zhu, Ziyue (F,C) Han, Jinpei (Co) Zhang, Ziyan (Co) Wannawas, Nat (Co) Faisal, A. Aldo (Co) | Annual International Conference of the IEEE Engineering in Medicine and Biology Society IEEE Engineering in Medicine and Biology Society Annual International Conference (), Volume 2025, Pages number 1-7 | Published | Pending Approval | |||
| 8 | 25423 | Context-Aware Gaussian Process for Physics Informed Reinforcement Learning With Heterogeneous Data (2025-01-01) 10.1109/ACCESS.2025.3608262 | Wannawas, Nat (F) Srikarun, Buntoeng (C) Han, Jinpei (Co) Narayan, Jyotindra (Co) | IEEE Access (Q1) | Published | Approved |
| Document title | Participation | Duration | Fiscal year | Funding | Progress | |
|---|---|---|---|---|---|---|
| 1 | WU69244 | การถดถอยเวกเตอร์สนับสนุนเชิงสุ่มพร้อมระบบส่วนเหลือ | Dr. Nat Wannawas 55 % Asst.Prof.Dr. Thanatporn Grace 15 % 15 % 15 % | 15 Feb 2026 - 14 Feb 2027 The time has not been extended | 2026 | 100,000 | In preparation |
| 2 | WU69231 | การอบชุบด้วยความร้อนชิ้นส่วนเกียร์โลหะสังกะสีผสม AZ-27 โดยกระบวนการหล่ออัดโลหะกึ่งของแข็ง | Asst.Prof.Dr. Buntoeng Srikarun 50 % Dr. Nat Wannawas 40 % | 01 Jan 2026 - 31 Dec 2026 The time has not been extended | 2026 | 100,000 | In preparation |
| 3 | WU69206 | การเรียนรู้เสริมกำลังแบบออฟไลน์สำหรับระบบควบคุมอัตโนมัติ | Dr. Nat Wannawas 60 % Asst.Prof.Dr. Warakom Nerdnoi 13 % Asst.Prof.Dr. Arsanchai Sukkuea 12 % 15 % | 01 Nov 2025 - 08 Oct 2026 The time has not been extended | 2026 | 100,000 | Published Project is close 2026-03-23 14:53:20 |
| 4 | WU68220 | คอนเท็กส์เอ็นโค้ดเดอร์แบบหลายหน้าที่ สำหรับการถ่ายทอดการเรียนรู้ในการเรียนรู้แบบเสริมกำลัง | Dr. Nat Wannawas 60 % Asst.Prof.Dr. Buntoeng Srikarun 10 % 20 % 10 % | 29 Nov 2024 - 28 Nov 2025 The time has not been extended | 2025 | 100,000 | Published Project is close 2025-09-26 16:24:57 |
| Document title | Participation | Duration | Source | Fiscal year | Funding | Progress |
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