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Updated: Sep 9, 2025

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
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生物学的に動機付けられたシステムにおける制御方程式の暗黙のランゲ・カッタに基づく稀な識別

Mehrdad Anvari1, Hamidreza Marasi2, Hossein Kheiri1

  • 1Department of Applied Mathematics, Faculty of Mathematics, Statistics, and Computer Science, University of Tabriz, Tabriz, 51666-16471, Iran.

Scientific reports
|September 2, 2025
PubMed
まとめ

IRK-SINDyの新しいフレームワークは 暗黙のRunge-Kutta方法を使用して 希少で騒々しいデータから 支配的方程式を堅牢に特定します このデータベースのアプローチは 複雑な物理的・生物学的システムにおける モデル発見を向上させます

キーワード:
ディープラーニングダイナミック・システム機械学習モデル発見スパース回帰システム識別

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