1. Transformer Block Coupling and its Correlation with Generalization in Large Language Models. ICLR 2025

   Murdock Aubry,   Haoming Meng, Anton Sugolov and Vardan Papyan

2. A Resonance-free Adaptive Levin Method in Two Dimensions. Preprint.

   Murdock Aubry      Kirill Serkh    James Bremer

   August 2024

1. A Solver for Linear Scalar Ordinary Differential Equations whose Running Time is Bounded Independent of Frequency. Preprint.

   Murdock Aubry      James Bremer

   August 2023

3. 2025 Mitacs Accelerate (two consecutive sessions). Valued at $30,000.

2. 2024/25 EngSci Teaching Assistant Award. Certificate.

1. 2024 Vector Scholarship in Artificial Intelligence (VSAI). Valued at $17,500.

Departments of Mathematics and Computer Science at The University of Toronto

5. Winter 2025: CSC336. Numerical Methods.

4. Winter 2025: APM348. Mathematical Modelling.

3. Fall 2024: MAT292. Ordinary Differential Equations.

Midterm Review

Final Review

2. Winter 2024: MAT187. Calculus II.

1. Fall 2023: MAT244. Introduction to Ordinary Differential Equations.

Talks

7. Transformer Block Coupling -- ICLR 2025, Poster. Singapore.

   Poster        Photo 1      Photo 2

   April 2025

6. Transformer Block Coupling -- Colin Raffel's Lab. University of Toronto

   Slides  

   April 2025

5. Transformer Block Coupling -- Guest at Autodesk Research Toronto.

   Slides  

   November 2024

4. CERN Physics Program -- University of Toronto

   Slides  

   November 2023

3. The Adaptive Levin Method -- CUMC 2023

   Slides      Picture

   June 2023

2. Analysis and Applied Mathematics Seminar -- University of Toronto

   Schedule

   Weekly attendance

1. PAC-NeRF -- University of Toronto, CSC2521 Presentation.

   Slides  

   November 2024