Schedule | HWRS 504

Schedule

Week 01

Aug 26

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

Aug 28

Introduction to Julia & Interpolation: Lecture note #02

ReleaseHW #1

Week 02

Sep 2

Interpolation: Lecture note #03

Sep 4

Numerical Integration: Lecture note #04

DueHW #1

Week 03

Sep 9

FDA in Space: Lecture note #05

Sep 11

FDA in Space (continued): Lecture note #06

ReleaseHW #2

Week 04

Sep 16

FDA in Space (continued): Lecture note #07

Sep 18

FDA for Initial Value Problems: Lecture note #08

Week 05

Sep 23

Stability Analysis: Lecture note #09

DueHW #2

Sep 25

Stability Analysis (continued): Lecture note #10

Week 06

Sep 30

Nonlinear Equations: Lecture note #11

ReleaseHW #3

Oct 2

Nonlinear Equations (continued): Lecture note #12

Week 07

Oct 7

Fourier Stability Analysis: Lecture note #13

Oct 9

Fourier Stability Analysis (continued): Lecture note #14

DueHW #3

Week 08

Oct 14

Fourier Stability Analysis (continued): Lecture note #15

Oct 16

Particle Methods: Lecture note #16

ReleaseHW #4

Week 09

Oct 21

Richards Equation: Lecture note #17

Oct 23

Richards Equation (continued): Lecture note #18

Week 10

Oct 28

Midterm Exam (Oral): Lecture note #19

DueHW #4

Oct 30

PINN: Lecture note #20

Week 11

Nov 4

PINN (continued): Lecture note #21

Nov 6

PINN (continued): Lecture note #22

ReleaseHW #5

Week 12

Nov 11

Operator-learning Surrogates: Lecture note #23

Nov 13

Operator-learning Surrogates (continued): Lecture note #24

Week 13

Nov 18

Operator-learning Surrogates (continued): Lecture note #25

DueHW #5

Nov 20

Hybrid Modeling & Differentiable Simulators: Lecture note #26

Week 14

Nov 25

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

ReleaseHW #6

Nov 27

Thanksgiving Recess (No Class): Lecture note #28

Week 15

Dec 2

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

Dec 4

Review Session for Final Exam: Lecture note #30

DueHW #6

Week 16

Dec 9

Final Project Presentation: Lecture note #31

Dec 11

Reading Day (No Class): Lecture note #32

Week 17

Dec 16: Final Exam (Written)