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Scientific Machine Learning Courses and Certifications

Learn Scientific Machine Learning, earn certificates with free online courses from Purdue University, Santa Fe Institute and other top universities around the world. Read reviews to decide if a class is right for you.

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Scientific Machine Learning Courses and Certifications

Linear and Nonlinear Schemes for Forward Model Reduction and Inverse Problems - Lecture 3

Data-Driven Latent Representations for Time-Dependent Problems - Lecture 3

Foundational Methods for Foundation Models in Scientific Machine Learning - Lecture 6

Raising the Ki of a SciML Model - Enhancing GOKU-nets for Scientific Machine Learning

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

Neural Differentiable Physics: Unifying Numerical PDEs and Deep Learning for Data-Augmented Computational Physics

Infinite Dimensional Optimization for Scientific Machine Learning

Introduction to Scientific Machine Learning

Scientific Machine Learning - Where Physics-based Modeling Meets Data-driven Learning

AI for Science - Expo Stage Talk - AAAS Annual Meeting

Scientific Machine Learning: Opportunities and Challenges - Keynote

Leveraging Physics-Induced Bias in Scientific Machine Learning for Computational Mechanics

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

Finite Neuron Method - Lecture 1

Towards Data-Driven High Fidelity CFD - Lecture 1

Scientific Machine Learning Courses and Certifications

Linear and Nonlinear Schemes for Forward Model Reduction and Inverse Problems - Lecture 3

Data-Driven Latent Representations for Time-Dependent Problems - Lecture 3

Foundational Methods for Foundation Models in Scientific Machine Learning - Lecture 6

Raising the Ki of a SciML Model - Enhancing GOKU-nets for Scientific Machine Learning

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

Neural Differentiable Physics: Unifying Numerical PDEs and Deep Learning for Data-Augmented Computational Physics

Infinite Dimensional Optimization for Scientific Machine Learning

Introduction to Scientific Machine Learning

Scientific Machine Learning - Where Physics-based Modeling Meets Data-driven Learning

AI for Science - Expo Stage Talk - AAAS Annual Meeting

Scientific Machine Learning: Opportunities and Challenges - Keynote

Leveraging Physics-Induced Bias in Scientific Machine Learning for Computational Mechanics

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

Finite Neuron Method - Lecture 1

Towards Data-Driven High Fidelity CFD - Lecture 1

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