横断インフォマティクス Advent Calendar 2025

2 participant

11 followers

38 likes

Category：AI & ML & Data Science

Creator：

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このカレンダーは、Materials / Process / Bio といった分野横断の「○○インフォマティクス」を集めるオープン連載です。共通テーマは「現場のデータから意思決定までを、再現可能な手順でつなぐ」。モデルの精度だけでなく、データ収集・前処理・特徴量設計・評価・デプロイ・運用（MLOps/LLMOps）までの“実装の橋渡し”を歓迎します。

対象：研究者・エンジニア・データサイエンティスト・教育者・学生
歓迎トピック：

横断：時系列異常検知、ベイズ最適化、実験計画(DoE)、知識グラフ、因果・評価設計
共有基盤：Python/Colab、Notebook再現、軽量化・キャッシュ、コスト最適化
安全運用（AI2L）：機密/個人情報の扱い、レビュー/検収フロー、再現手順の提示

How to join the calendar

You can join the calendar by selecting an available date and registering the URL of the article you wish to link to. If a slot is available, you can go back to a past date to join!

Series 1

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
30	@Seine_A_Shintani 横断インフォマティクス入門 — Materials / Process / Bio / Chemo の現状とこれから Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani マテリアルズインフォマティクス入門 — データ駆動材料開発の現在地 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani プロセスインフォマティクス入門 — 製造現場データで品質と効率を高める Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani バイオインフォマティクス入門 — ゲノムから医療・創薬までをつなぐ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani ケモインフォマティクス入門 — 化学構造データとAIで分子設計を支援する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 医療インフォマティクス入門 — 電子カルテとAIで変わる医療のいま Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani ニューロインフォマティクス入門 — 脳データとAIで広がる脳研究と医療のいま Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani ジオインフォマティクス入門 — 地理空間データとAIで世界を「計算可能」にする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 環境インフォマティクス入門 — データとAIで地球環境を“見える化”する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 都市インフォマティクス入門 — 都市データとAIで「まち」を理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 農業インフォマティクス入門 — データとAIで「つくる」をアップデートする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani スポーツインフォマティクス入門 — データとAIで競技力と観戦体験をアップデートする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani NotebookLMでつくるインフォグラフィックス入門 — ○○インフォマティクス記事を「一目で分かる」図解にする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani ナノインフォマティクス入門 — 「ナノ」をデータで設計する時代へ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 宇宙インフォマティクス入門 — 宇宙ビッグデータとAIで宇宙を読み解く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 教育インフォマティクス入門 — 学習データとAIで授業をアップデートする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 金融インフォマティクス入門 — データとAIで「お金のしくみ」を読み解く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani ビジネスインフォマティクス入門 — 事業を「データと仕組み」で動かすための情報学 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 法律インフォマティクス入門 — ルールと文書をデータで扱い、実務に効かせる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani インフォマティクス入門 — 「データから意思決定まで」をつなぐ学際領域の現在地 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani ベイズ最適化で「次の実験」を提案する — ダミーデータで体験する実験計画の自動化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 時系列異常検知の最小実験 — 監視・アラート・原因候補までをダミーデータで体験 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 空間補間と不確実性を“地図で映えさせる” — ガウス過程（Kriging）で「推定」と「自信のなさ」を同時に可視化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@making111 AlphaFold3でも使用されたCross Distillationについて Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani バッチ効果を“図で腹落ち”させる — 研究データ×機械学習で起きる「再現性崩壊」を最小実験で体験 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27

@Seine_A_Shintani
横断インフォマティクス入門 — Materials / Process / Bio / Chemo の現状とこれから
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
マテリアルズインフォマティクス入門 — データ駆動材料開発の現在地
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
プロセスインフォマティクス入門 — 製造現場データで品質と効率を高める
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
バイオインフォマティクス入門 — ゲノムから医療・創薬までをつなぐ
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
ケモインフォマティクス入門 — 化学構造データとAIで分子設計を支援する
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
医療インフォマティクス入門 — 電子カルテとAIで変わる医療のいま
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
ニューロインフォマティクス入門 — 脳データとAIで広がる脳研究と医療のいま
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
ジオインフォマティクス入門 — 地理空間データとAIで世界を「計算可能」にする
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
環境インフォマティクス入門 — データとAIで地球環境を“見える化”する
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
都市インフォマティクス入門 — 都市データとAIで「まち」を理解する
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
農業インフォマティクス入門 — データとAIで「つくる」をアップデートする
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
スポーツインフォマティクス入門 — データとAIで競技力と観戦体験をアップデートする
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
NotebookLMでつくるインフォグラフィックス入門 — ○○インフォマティクス記事を「一目で分かる」図解にする
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
ナノインフォマティクス入門 — 「ナノ」をデータで設計する時代へ
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
宇宙インフォマティクス入門 — 宇宙ビッグデータとAIで宇宙を読み解く
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
教育インフォマティクス入門 — 学習データとAIで授業をアップデートする
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
金融インフォマティクス入門 — データとAIで「お金のしくみ」を読み解く
Overwrite
Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
ビジネスインフォマティクス入門 — 事業を「データと仕組み」で動かすための情報学
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
法律インフォマティクス入門 — ルールと文書をデータで扱い、実務に効かせる
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
インフォマティクス入門 — 「データから意思決定まで」をつなぐ学際領域の現在地
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
ベイズ最適化で「次の実験」を提案する — ダミーデータで体験する実験計画の自動化
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
時系列異常検知の最小実験 — 監視・アラート・原因候補までをダミーデータで体験
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
空間補間と不確実性を“地図で映えさせる” — ガウス過程（Kriging）で「推定」と「自信のなさ」を同時に可視化
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@making111
AlphaFold3でも使用されたCross Distillationについて
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You can post either your article on Qiita or your blog post.
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If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
バッチ効果を“図で腹落ち”させる — 研究データ×機械学習で起きる「再現性崩壊」を最小実験で体験
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Title
URL
You can post either your article on Qiita or your blog post.
About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
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Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
30	@Seine_A_Shintani 横断インフォマティクス入門 — Materials / Process / Bio / Chemo の現状とこれから Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani マテリアルズインフォマティクス入門 — データ駆動材料開発の現在地 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani プロセスインフォマティクス入門 — 製造現場データで品質と効率を高める Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani バイオインフォマティクス入門 — ゲノムから医療・創薬までをつなぐ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani ケモインフォマティクス入門 — 化学構造データとAIで分子設計を支援する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 医療インフォマティクス入門 — 電子カルテとAIで変わる医療のいま Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani ニューロインフォマティクス入門 — 脳データとAIで広がる脳研究と医療のいま Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani ジオインフォマティクス入門 — 地理空間データとAIで世界を「計算可能」にする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 環境インフォマティクス入門 — データとAIで地球環境を“見える化”する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 都市インフォマティクス入門 — 都市データとAIで「まち」を理解する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 農業インフォマティクス入門 — データとAIで「つくる」をアップデートする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani スポーツインフォマティクス入門 — データとAIで競技力と観戦体験をアップデートする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani NotebookLMでつくるインフォグラフィックス入門 — ○○インフォマティクス記事を「一目で分かる」図解にする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani ナノインフォマティクス入門 — 「ナノ」をデータで設計する時代へ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 宇宙インフォマティクス入門 — 宇宙ビッグデータとAIで宇宙を読み解く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 教育インフォマティクス入門 — 学習データとAIで授業をアップデートする Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 金融インフォマティクス入門 — データとAIで「お金のしくみ」を読み解く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani ビジネスインフォマティクス入門 — 事業を「データと仕組み」で動かすための情報学 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 法律インフォマティクス入門 — ルールと文書をデータで扱い、実務に効かせる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani インフォマティクス入門 — 「データから意思決定まで」をつなぐ学際領域の現在地 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani ベイズ最適化で「次の実験」を提案する — ダミーデータで体験する実験計画の自動化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 時系列異常検知の最小実験 — 監視・アラート・原因候補までをダミーデータで体験 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani 空間補間と不確実性を“地図で映えさせる” — ガウス過程（Kriging）で「推定」と「自信のなさ」を同時に可視化 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@making111 AlphaFold3でも使用されたCross Distillationについて Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Seine_A_Shintani バッチ効果を“図で腹落ち”させる — 研究データ×機械学習で起きる「再現性崩壊」を最小実験で体験 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27

@Seine_A_Shintani
横断インフォマティクス入門 — Materials / Process / Bio / Chemo の現状とこれから
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About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
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@Seine_A_Shintani
マテリアルズインフォマティクス入門 — データ駆動材料開発の現在地
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About reserved posting
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@Seine_A_Shintani
プロセスインフォマティクス入門 — 製造現場データで品質と効率を高める
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@Seine_A_Shintani
バイオインフォマティクス入門 — ゲノムから医療・創薬までをつなぐ
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@Seine_A_Shintani
ケモインフォマティクス入門 — 化学構造データとAIで分子設計を支援する
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If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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@Seine_A_Shintani
医療インフォマティクス入門 — 電子カルテとAIで変わる医療のいま
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About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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@Seine_A_Shintani
ニューロインフォマティクス入門 — 脳データとAIで広がる脳研究と医療のいま
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@Seine_A_Shintani
ジオインフォマティクス入門 — 地理空間データとAIで世界を「計算可能」にする
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@Seine_A_Shintani
環境インフォマティクス入門 — データとAIで地球環境を“見える化”する
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@Seine_A_Shintani
都市インフォマティクス入門 — 都市データとAIで「まち」を理解する
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@Seine_A_Shintani
農業インフォマティクス入門 — データとAIで「つくる」をアップデートする
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@Seine_A_Shintani
スポーツインフォマティクス入門 — データとAIで競技力と観戦体験をアップデートする
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If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
NotebookLMでつくるインフォグラフィックス入門 — ○○インフォマティクス記事を「一目で分かる」図解にする
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About reserved posting
If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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@Seine_A_Shintani
ナノインフォマティクス入門 — 「ナノ」をデータで設計する時代へ
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@Seine_A_Shintani
宇宙インフォマティクス入門 — 宇宙ビッグデータとAIで宇宙を読み解く
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@Seine_A_Shintani
教育インフォマティクス入門 — 学習データとAIで授業をアップデートする
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If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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@Seine_A_Shintani
金融インフォマティクス入門 — データとAIで「お金のしくみ」を読み解く
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@Seine_A_Shintani
ビジネスインフォマティクス入門 — 事業を「データと仕組み」で動かすための情報学
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If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day.
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@Seine_A_Shintani
法律インフォマティクス入門 — ルールと文書をデータで扱い、実務に効かせる
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@Seine_A_Shintani
インフォマティクス入門 — 「データから意思決定まで」をつなぐ学際領域の現在地
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@Seine_A_Shintani
ベイズ最適化で「次の実験」を提案する — ダミーデータで体験する実験計画の自動化
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When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
時系列異常検知の最小実験 — 監視・アラート・原因候補までをダミーデータで体験
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When you participate, we will assume that you have agreed to the terms of use
@Seine_A_Shintani
空間補間と不確実性を“地図で映えさせる” — ガウス過程（Kriging）で「推定」と「自信のなさ」を同時に可視化
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@making111
AlphaFold3でも使用されたCross Distillationについて
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@Seine_A_Shintani
バッチ効果を“図で腹落ち”させる — 研究データ×機械学習で起きる「再現性崩壊」を最小実験で体験
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You can post either your article on Qiita or your blog post.
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About posting period
Only articles submitted after October 31, 2025 can be registered. (Secret articles can be registered anytime articles are posted.)
When you participate, we will assume that you have agreed to the terms of use

You can increase the number of series when Calendar 1 is filled with more than 10 articles.

横断インフォマティクス Advent Calendar 2025

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Series 1

How to join the calendar