Interpretable Data Driven Model Discovery

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Interpretable data-driven model discovery: dynamical systems, ROMs, and operators Wealth

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Russ Rockne ( presents "SA machine learning biology applying website: faculty.washington.edu/kutz This video highlights physics-informed machine learning architectures that allow for the ... Seminar hosted by the MIT Siegel Family Quest for Intelligence on April 14th, 2026. Much research in human and animal decision ... Prof. Yong Wang at Zhejiang University and my group established a In this video, Miles Cranmer discusses a method for converting a neural network into an analytic equation using a particular set of ... Speaker: Mr. Wade Shen, Program Manager, DARPA / Information Innovation Office Today, construction of complex empirical ...

Part of the Expeditions in Experiential AI Series at IEAI. Speaker: Jennifer G. Dy, Director of AI Faculty. Recorded on November 10, ...

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Famous Data-Driven Modeling for Scientists & Engineers (1/6): From measurements to models Wealth

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HLCS | Interpretable and Explainable Data-Driven Methods for Physical Simulations

Data-Driven Modeling for Scientists & Engineers (4/6): Sparse regression

Prof. Nathaniel Daw: Automated Discovery of Interpretable Cognitive Models

Data-Driven Discovery of Variational Principles

Interpretable Deep Learning for New Physics Discovery

Data-Driven Modeling for Scientists & Engineers (2b/6): Heat equation meets ML | Gray Box modeling

Data-Driven Modeling for Scientists & Engineers (5/6): Real-life examples

Artificial Intelligence Colloquium: Data-Driven Discovery of Models

Learning Interpretable Models on Complex Medical Data

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Last Updated: June 7, 2026

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Famous Data-driven model discovery: Targeted use of deep neural networks for physics and engineering Net Worth

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Interpretable data-driven model discovery: dynamical systems, ROMs, and operators

Interpretable data-driven model discovery: dynamical systems, ROMs, and operators

2025 USACM Novel Methods Fall Seminar Title:

Data-Driven Modeling for Scientists & Engineers (1/6): From measurements to models

Data-Driven Modeling for Scientists & Engineers (1/6): From measurements to models

Unlock the power of

Dr. Russ Rockne: A machine learning biology applying data driven model discovery methods

Dr. Russ Rockne: A machine learning biology applying data driven model discovery methods

Russ Rockne (https://twitter.com/rrockne) presents "SA machine learning biology applying

Data-driven model discovery: Targeted use of deep neural networks for physics and engineering

Data-driven model discovery: Targeted use of deep neural networks for physics and engineering

website: faculty.washington.edu/kutz This video highlights physics-informed machine learning architectures that allow...

HLCS | Interpretable and Explainable Data-Driven Methods for Physical Simulations

HLCS | Interpretable and Explainable Data-Driven Methods for Physical Simulations

Description: A

Data-Driven Modeling for Scientists & Engineers (4/6): Sparse regression

Data-Driven Modeling for Scientists & Engineers (4/6): Sparse regression

Discover how we can use sparse regression and

Prof. Nathaniel Daw: Automated Discovery of Interpretable Cognitive Models

Prof. Nathaniel Daw: Automated Discovery of Interpretable Cognitive Models

Seminar hosted by the MIT Siegel Family Quest for Intelligence on April 14th, 2026. Much research in human and animal...

Data-Driven Discovery of Variational Principles

Data-Driven Discovery of Variational Principles

Prof. Yong Wang at Zhejiang University and my group established a

Interpretable Deep Learning for New Physics Discovery

Interpretable Deep Learning for New Physics Discovery

In this video, Miles Cranmer discusses a method for converting a neural network into an analytic equation using a...

Data-Driven Modeling for Scientists & Engineers (2b/6): Heat equation meets ML | Gray Box modeling

Data-Driven Modeling for Scientists & Engineers (2b/6): Heat equation meets ML | Gray Box modeling

In this advanced lecture on

Data-Driven Modeling for Scientists & Engineers (5/6): Real-life examples

Data-Driven Modeling for Scientists & Engineers (5/6): Real-life examples

Data

Artificial Intelligence Colloquium: Data-Driven Discovery of Models

Artificial Intelligence Colloquium: Data-Driven Discovery of Models

Speaker: Mr. Wade Shen, Program Manager, DARPA / Information Innovation Office Today, construction of complex...

Learning Interpretable Models on Complex Medical Data

Learning Interpretable Models on Complex Medical Data

Part of the Expeditions in Experiential AI Series at IEAI. Speaker: Jennifer G. Dy, Director of AI Faculty. Recorded...