NAOTO MITSUME

3 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Masanobu Horie (3) Yu Ihara (1) Naoki Morita (1) Toshiaki Hishinuma (1)

Research topics

Deep Learning (3) Machine Learning (3) Application Areas (3) Architectures (3) Artificial Intelligence (1) Knowledge & Reasoning (1) Core AI (1) Representation (1)

Keywords

graph neural network (2) partial differential equation (2) equivariant neural network (1) geometric learning (1) physics simulation (1) spatial domain (1) graph convolutional network (1) isometric transformation (1) conservation law (1) physical simulation (1) equivariant feature (1) generalizability (1) physical symmetries (1) boundary condition (1)

Papers

Graph Neural PDE Solvers with Conservation and Similarity-Equivariance ICML 2024 Physics-Embedded Neural Networks: Graph Neural PDE Solvers with Mixed Boundary Conditions NeurIPS 2022 Isometric Transformation Invariant and Equivariant Graph Convolutional Networks ICLR 2021