About

Leveraging mathematical modelling and simulation, high-performance computing, machine learning, and AI to understand, predict, and optimize complex physical and social phenomena, with the goal of addressing societal challenges and achieving real-world impact.

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Updates

PUBLICATION --- PREPRINT

We have released a preprint “Ultra-fast Traffic Nowcasting and Control via Differentiable Agent-based Simulation” . The paper is available on arXiv.

LECTURE --- TOHOKU UNIVERSITY

ゲスト講師として、東北大学で『防災システム論』の講義を担当させていただきました。

PUBLICATION --- COMMUNICATIONS EARTH & ENVIRONMENT

The paper “Large-scale geolocation data reveal evacuation behaviour during the 2024 Noto Peninsula earthquake and tsunami” has been accepted to Communications Earth & Environment.

PRESENTATION --- 博士後期課程進学説明会

東北大学大学院工学研究科の博士後期課程進学説明会において「博士号取得でひろがる世界」の題で講演しました。詳細はこちら

PUBLICATION --- PREPRINT

We have released a preprint “Designing Dynamic Pricing for Bike-sharing Systems via Differentiable Agent-based Simulation” . The paper is available on arXiv.

PUBLICATION --- IEEE ACCESS

The paper “Fully Data-driven but Interpretable Human Behavioural Modelling with Differentiable Discrete Choice Model” has been accepted to IEEE Access.

PUBLICATION --- 計測と制御

解説論文 “データ同化による人流予測” が計測と制御に掲載されました。

PUBLICATION --- PREPRINT

We have released a preprint “Fully Data-driven but Interpretable Human Behavioural Modelling with Differentiable Discrete Choice Model” . The paper is available on arXiv.

PUBLICATION --- PREPRINT

2024年能登半島地震・津波発生時の避難行動を人流データを用いて分析しました。分析結果をプレプリント（査読前論文）として公開しています。論文はこちら 。 We have released a preprint “Massive geolocation data reveal evacuation behaviour during the 2024 Noto Peninsula earthquake and tsunami” . The paper is available on arXiv.

LECTURE --- TOHOKU UNIVERSITY

ゲスト講師として、東北大学で『防災システム論』の講義を担当させていただきました。