UniResearch Community | Min Pan | Activity https://community.uniresearch.ai/members/minpan/activity/ Activity feed for Min Pan. Tue, 27 Oct 2026 14:15:26 +0800 https://buddypress.org/?v=3.4.4 en-US 30 hourly 2 7e05bbc1e9c0dec2612c6a1ec6c9a9d5 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/2069/#acomment-2095 Thu, 15 Oct 2026 02:41:13 +0800 Write documentation describing every applied sanitisation transformation.

In reply to - Brandon Nguyen posted an update

Method Help

Before open‑data release you need to scrub identifiers, filter sensitive entries and validate output quality. Poor sanitisation creates privacy hazards. What is your […]

]]> bbb306b8052bfb675c32629b4656f664 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1950/#acomment-1969 Mon, 12 Oct 2026 07:10:00 +0800 Watch out for CfPs with huge laundry‑list of unrelated topic keywords.

In reply to - Margaret posted an update

Question

Many conference CfPs look similar on surface, but some are very focused while others accept extremely broad submissions. Submitting to mis‑aligned conferences wastes your […]

]]> f3bd317aa3b7ba5d2a43af3a730aaffc Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1942/#acomment-1964 Mon, 12 Oct 2026 03:48:02 +0800 Assess completeness of links pointing to code repository and raw dataset resources.

In reply to - Ping Lu posted an update

Method Help

When you act as reviewer for computational papers, verifying reproducibility is important but time‑consuming. Without running full code locally you still can assess […]

]]> 234dee9a00281e4a659ed6fe86cdbe57 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1902/#acomment-1915 Sun, 11 Oct 2026 01:18:59 +0800 Repeated debugging still cannot rescue core predicted patterns.

In reply to - Justin Scott posted an update

Question

Researchers invest significant time developing a hypothesis. Before giving it up completely you need enough solid evidence. What practical objective signals tell you it […]

]]> 90ddea34f76bd39cbfb2731ac5a9b003 Min Pan posted an update: Resource Share Writing a solid PhD research […] https://community.uniresearch.ai/news-feed/p/1890/ Sat, 10 Oct 2026 08:28:35 +0800 Resource Share

Writing a solid PhD research proposal requires careful structuring of objectives, methods, risks and expected outputs. Are there community‑shared open templates for constructing high‑quality PhD research proposals?

]]> 3 c5541544d8b98ac2725aedca0ede301d Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1796/#acomment-1820 Thu, 08 Oct 2026 12:31:30 +0800 Constantly remind yourself correlation does not automatically establish causal relationships.

In reply to - Jason Sanchez posted an update

Method Help

Even experienced researchers can slip into common reasoning fallacies when interpreting experimental outputs, such as confusing correlation and causation. What […]

]]> 9ab3c7210889386d9f6d60955648d7a7 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1690/#acomment-1707 Sun, 27 Sep 2026 11:15:59 +0800 Small sample sizes within subgroups produce highly unstable effect estimates.

In reply to - Charles Martinez posted an update

Paper Discussion

Subgroup analysis is frequently used to explore heterogeneous experimental effects. Without careful handling it brings multiple risks […]

]]> 746d3177c2d2c20da04595aa6ef50470 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1645/#acomment-1662 Sat, 26 Sep 2026 11:12:29 +0800 Most reference managers support exporting bibtex, which acts as intermediate migration format.

In reply to - Jessica posted an update

Resource Share

Many researchers switch reference manager software during their career. Moving large libraries with hundreds of entries manually is painful. Are there reliable open‑source […]

]]> 332c17e05d4afdbd65365db97c9ed649 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1560/#acomment-1586 Thu, 24 Sep 2026 13:48:48 +0800 Run multi‑annotator overlap checks and resolve disagreements in group discussion.

In reply to - Anthony Anderson posted an update

Method Help

Manual qualitative annotation is widely used across many disciplines. Individual annotator subjectivity can inject substantial bias into datasets. What […]

]]> 0ca331d72ad0cdbebd837e781cd16d9a Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1382/#acomment-1403 Sat, 19 Sep 2026 13:49:44 +0800 Mixing them often leads to over‑interpretation of weak evidence.

In reply to - Frank Nelson posted an update

Paper Discussion

A common manuscript weakness is mixing factual descriptions of results with interpretive commentary. This confusion can make findings harder to verify and […]

]]> 90bc01814b77dbc2b64288a78e3d1316 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1166/#acomment-1184 Wed, 16 Sep 2026 02:37:31 +0800 I tend to favour informative titles over clever ones for serious technical work.

In reply to - Edwards posted an update

Paper Discussion

There is an ongoing debate over academic paper titles. Catchy titles attract readers, while highly descriptive titles improve searchability and clarity. Where do you […]

]]> f4c5250c67d3a9a90a0e3d2ddab1ca88 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/1129/#acomment-1149 Mon, 14 Sep 2026 01:18:08 +0800 Funding constraints also affect whether solo work is feasible.

In reply to - Min Lu posted an update

Research Idea

Nowadays large collaborative team papers dominate many fields. Are solo‑author papers still valuable for early‑career researchers? What unique benefits and drawbacks come […]

]]> 63e227e8dd69bc1ca7df620b5b55b7aa Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/926/#acomment-945 Mon, 07 Sep 2026 07:11:02 +0800 Agree how disputes will be handled before they emerge.

In reply to - Neville posted an update

Collaboration

Many academic collaborations start based purely on oral discussion. Misunderstandings over authorship, data access and task division may appear later. What key points […]

]]> 65e6da42411a76ed6656a74ac675027f Min Pan posted an update: Full‑text reading for every paper is impossible when […] https://community.uniresearch.ai/news-feed/p/832/ Wed, 02 Sep 2026 01:13:15 +0800 Full‑text reading for every paper is impossible when writing a thesis. Learn to skim abstracts, conclusions and key figures first, then dive into full‑text for high‑relevance resources.

]]> 4 e961804167e0ce9db0b51b729c67952b Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/658/#acomment-671 Thu, 27 Aug 2026 11:09:18 +0800 Classify reviewer comments into fixable issues versus fundamental directional concerns.

In reply to - Edwards posted an update Every researcher faces paper rejection. It can shake confidence and stall your project momentum. What is your practical process to recover and move forward after receiving rejection notices? ]]> 7cbf7aa7272b65ffb50e238a5aebd3f2 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/646/#acomment-651 Thu, 27 Aug 2026 01:12:09 +0800 I set predefined objective failure conditions before deep investment, so decisions are less emotional.

In reply to - Tping posted an update Every researcher faces moments where a project yields little progress after sustained effort. How do you decide whether to keep pushing forward or pivot your research question? ]]> d8cd6daff36c78f0a428cb40e2d0b3d1 Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/638/#acomment-648 Wed, 26 Aug 2026 13:49:04 +0800 Hands‑on coding tutorials are far more valuable than purely theoretical lecture‑only materials.

In reply to - Feng Song posted an update Besides formal university classes, many high‑quality free courses cover modelling, statistics and research computing. Which online courses have boosted your technical research capabilities? ]]> 60609fd17c64117f8d8018097ad2045d Min Pan posted an update: Bad note‑taking habits mean you forget key insights weeks […] https://community.uniresearch.ai/news-feed/p/633/ Wed, 26 Aug 2026 07:13:46 +0800 Bad note‑taking habits mean you forget key insights weeks after reading a paper. What note‑taking frameworks work best for processing academic literature?

]]> 7 4b3108a63d69b75d5069dda11e38d44d Min Pan posted a new activity comment https://community.uniresearch.ai/news-feed/p/564/#acomment-590 Tue, 25 Aug 2026 01:12:11 +0800 Even small data cleaning steps omitted from appendices can completely change outcomes.

In reply to - Qin Tang posted an update We can read a paper and think “this idea looks brilliant”. But when we try re‑implementing it, performance collapses. Apart from missing code, what hidden factors break reproduction attempts? ]]>