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## [Piazza Link](https://piazza.com/mit/spring2026/18337)
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## [Canvas](https://canvas.mit.edu/courses/18760) will only be used for homework and project (+proposal) submission
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Note for 2026: We have a much higher enrollment than we have had in the past. The below will have to
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be modified if the enrollment remains this high.
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Below is what appeared in the 2023 class.
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We may not be able to get as many computing resources for everyone.
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Math does not usually have the same resources as Course 6, so we may not have as much TA support as we would
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hope to have.
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(## Classes are recorded and will be uploaded on canvas. Another great resource is Chris Rackauckas' videos of 2021 spring class. See [SciMLBook](https://book.sciml.ai/).
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If possible, try to install Julia on your laptop beforehand using the instructions at the above link. Failing that, you can run Julia in the cloud (see instructions above).
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| # | Date | Day | Comments | who gives live lecture? | topic |
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|---|---|---|---|---|---|
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| 1 | 2/2/2026 | Monday | | Chris | Intro to SciML, PINNs |
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| 2 | 2/4/2026 | Wednesday | | Chris | PINNs continued, Neural Operators? |
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| 3 | 2/9/2026 | Monday | | Chris? or Alan? | Writing fast single core code |
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| 4 | 2/11/2026 | Wednesday | | Alan | Single core code, continued |
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| | 2/16/2026 | Monday | Presidents' Day | | |
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| 5 | 2/17/2026 | Tuesday | Monday Schedule | Chris | Forward mode automatic differentiation |
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| 6 | 2/18/2026 | Wednesday | | Chris | Reverse mode automatic differentiation |
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| 7 | 2/23/2026 | Monday | | Chris | Adjoint methods |
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| 8 | 2/25/2026 | Wednesday | | Chris | Neural/Universal differential equations |
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| 9 | 3/2/2026 | Monday | | Chris | Differential Algebraic Equations |
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| 10 | 3/4/2026 | Wednesday | | | ? |
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| 11 | 3/9/2026 | Monday | | Alan | |
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| 12 | 3/11/2026 | Wednesday | | Alan | |
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| 13 | 3/16/2026 | Monday | | Alan | |
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| 14 | 3/18/2026 | Wednesday | | Alan | |
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| | 3/23/2026 | Monday | Spring Break | | |
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| | 3/25/2026 | Wednesday | Spring Break | | |
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| 15 | 3/30/2026 | Monday | | Alan | |
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| 16 | 4/1/2026 | Wednesday | | Alan | |
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| 17 | 4/6/2026 | Monday | | Alan | |
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| 18 | 4/8/2026 | Wednesday | | Alan | |
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| 19 | 4/13/2026 | Monday | | Alan | |
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| 20 | 4/15/2026 | Wednesday | | Alan | |
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| | 4/20/2026 | Monday | Patriots Day | | |
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| 21 | 4/22/2026 | Wednesday | | Alan | |
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| 22 | 4/27/2026 | Monday | | Alan | |
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| 23 | 4/29/2026 | Wednesday | | Alan | |
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| 24 | 5/4/2026 | Monday | | Alan | |
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| 25 | 5/6/2026 | Wednesday | | Alan | |
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| 26 | 5/11/2026 | Monday | | Alan | |
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## Announcement:
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There will be homeworks, followed by the final project.
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Everyone needs to present their work and submit a project report.
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1-page Final Project proposal due : March 24
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1-page Final Project proposal due : just before Spring Break
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Final Project presentations : April 26 to May 15
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Final Project presentations : we may have some done by video and some in class
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Final Project reports due: May 15
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Final Project reports due: May 11
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# Grading:
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50% problem sets, 10% for the final project proposal, and 40% for the final project. Problem sets and final projects will be submitted electronically.

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