Lectures

Lecture #01: Course Introduction & Review: Linear Algebra, Vector Calculus

     Tu, Aug 26, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #02: Introduction to Julia & Interpolation

     Thu, Aug 28, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #03: Interpolation

     Tu, Sep 2, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #04: Numerical Integration

     Thu, Sep 4, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #05: FDA in Space

     Tu, Sep 9, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #06: FDA in Space (continued)

     Thu, Sep 11, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #07: FDA in Space (continued)

     Tu, Sep 16, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #08: FDA for Initial Value Problems

     Thu, Sep 18, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #09: Stability Analysis

     Tu, Sep 23, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #10: Stability Analysis (continued)

     Thu, Sep 25, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #11: Nonlinear Equations

     Tu, Sep 30, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #12: Nonlinear Equations (continued)

     Thu, Oct 2, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #13: Fourier Stability Analysis

     Tu, Oct 7, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #14: Fourier Stability Analysis (continued)

     Thu, Oct 9, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #15: Fourier Stability Analysis (continued)

     Tu, Oct 14, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #16: Particle Methods

     Thu, Oct 16, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #17: Richards Equation

     Tu, Oct 21, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #18: Richards Equation (continued)

     Thu, Oct 23, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #19: Midterm Exam (Oral)

     Tu, Oct 28, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #20: PINN

     Thu, Oct 30, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #21: PINN (continued)

     Tu, Nov 4, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #22: PINN (continued)

     Thu, Nov 6, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #23: Operator-learning Surrogates

     Tu, Nov 11, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #24: Operator-learning Surrogates (continued)

     Thu, Nov 13, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #25: Operator-learning Surrogates (continued)

     Tu, Nov 18, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #26: Hybrid Modeling & Differentiable Simulators

     Thu, Nov 20, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #27: Hybrid Modeling & Differentiable Simulators (continued)

     Tu, Nov 25, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #28: Thanksgiving Recess (No Class)

     Thu, Nov 27, 3:30 pm – 4:45 pm

Topics:

• Thanksgiving recess (No class)

Lecture #29: Hybrid Modeling & Differentiable Simulators (continued)

     Tu, Dec 2, 3:30 pm – 4:45 pm (Bo Guo)

• Pluto Notebook

Lecture #30: Review Session for Final Exam

     Thu, Dec 4, 3:30 pm – 4:45 pm (Bo Guo)

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Lecture #31: Final Project Presentation

     Tu, Dec 9, 3:30 pm – 4:45 pm (Bo Guo)

Problem Sets: #6 DUE

Lecture #32: Reading Day (No Class)

     Thu, Dec 11, 3:30 pm – 4:45 pm

• Reading day (No class)