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Hello everyone, my name is Pan Wankuo, a PhD student at Nanjing Normal University, starting my journey here in 2023. I am fascinated by cognitive modeling and Bayesian methods, and I am dedicated to using these approaches to explore the mechanisms of familiarity, identity, and the self.
I am currently under the guidance of Professor Hu Chuan-peng, collaborating on various projects. Below is the homepage of our laboratory:

Education Experience
Degree | Field of Study | Institution | Years |
PhD (in progress) | Psychology | Nanjing Normal University | 2023- |
Master's | Psychology | Shanghai Normal University | 2020-2023 |
Bachelor's | Psychology | Chengdu Normal University | 2016-2020 |
Publication
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Pan, W., Geng, H., Zhang, L., Fengler, A., Frank, M. J., Zhang, R.-Y., & Chuan-Peng, H. (2025). dockerHDDM: A user-friendly environment for Bayesian hierarchical drift-diffusion modeling. Advances in Methods and Practices in Psychological Science, 8(1), 25152459241298700. https://doi.org/10.1177/25152459241298700 |
Pan, W., & Hu, T.-Y. (2024). More familiar, more credible? Distinguishing two types of familiarity on the truth effect using the drift-diffusion model. Journal of Social Psychology, 0(0), 1–19. https://doi.org/10.1080/00224545.2024.2363366 |
郭鸣谦, 潘晚坷, & 胡传鹏. (2024). 认知建模中模型比较的方法. 心理科学进展, 32(10), 1736. https://doi.org/10.3724/SP.J.1042.2024.01736 |
潘晚坷, 温秀娟, & 金海洋. (2023). 贝叶斯混合效应模型:基于brms的应用教程. 心理技术与应用, 11(10), 577–598. https://doi.org/10.16842/j.cnki.issn2095-5588.2023.10.001 |
preprint
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潘晚坷,胡传鹏.神经模拟推断:基于神经网络和模拟推断的认知建模方法.中国科学院科技论文预发布平台https://chinaxiv.org/abs/202407.00277.[ChinaXiv:202407.00277V2] |
于文勃;凡荣;潘晚坷;何怡;梁丹丹 (2024). “无声亦有声”——会话者态度判断中话轮转换的时间效应. ChinaXivID-202408.00217 |
Academic Reports
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2024-08-01 | |
2024-6-14 | |
2022-09-05 | |
2021-11-14 |
Projects
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2024-08-03 | |
上海市软科学项目 | 2024-06 |
2023-10-27 | |
2023-8-28 |
Teaching
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Advanced Bayesian statistics (teaching assistant) | 2024-09 |
Advanced Bayesian statistics (teaching assistant) | 2023-09 |
Advanced Bayesian statistics (teaching assistant) | 2022-09 |
Voluntary Activities
Since | Title | Subtitle |
2024 | Reviewer for Current Psychology | 3 articles reviewed so far |
2021 | Organizer of DDM Cognitive Modeling Community | Organizing over 700 members, inviting guest speakers, moderating presentations, video editing, social media management |
Awards
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2021-11-17 | |
2021-10-11 |
Additional Training
Title | Location | Date | Project | Link |
CMMC (Computational and Mathematical Modeling of Cognition) summer school 2024 | Hinterstoder, Austria | 3 to 17 August 2024 | Train neural network to infer DDM parameters | |
COSN (Chinese Open Science Network) Summer Hackathon 2023 | Hefei, Anhui Province, China | 26 to 27 August 2023 | Dockerize HDDM Python package |
Futher skills
Category | Name | Level | Description |
Programming | Python | ★★★★ | Independently developable tools. |
Programming | R | ★★★★ | Longstanding experience, taught several courses. |
Programming | JavaScript | ★★★★ | Familiar with Vue framework, and use JsPsych to develop experimental programs. |
Programming | Quarto / Markdown | ★★★ | Used in presentations, dashboards & reports. |
Programming | LaTeX / Typst | ★★ | Used in presentations and papers, first steps with own templates/packages. |
Software & Tools | Vscode | ★★★★ | Proficiency in a variety of development platforms. |
Software & Tools | Zotero | ★★★★ | Literature management, development of widgets. |
Software & Tools | LLM | ★★★ | Using various LLM platforms, calling APIs. |
Software & Tools | Obsidian | ★★★ | Notes management, knowledge base building, ability to develop widgets. |
Software & Tools | Docker | ★★★ | Use compose and other deployment environments. |
Languages | Chinese | ★★★★ | Native tongue. |
Languages | English | ★★ | Just worked. |
Languages | Japanese | ★ | A little listening and reading skills. |
Blogs
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2024-03-15 | |
2023-10-09 | |
2023-07-31 | |
2021-07-16 |
Tools
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2024-10 | |
2024-07-15 | |
Obsidian templater script: | ㅤ |
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Utool Plugin: | 2023-04-18 |