University Scholarship
Publications and Grants

Edward Finkelstein

Computational Science, Doctor of Philosophy (College of Sciences)

ORCID profile

  • PhD Student, 2024-Present
    Computational Science, San Diego State University, San Diego, US

Profile updated November 4, 2026.

Student Scholarship

Scholarly Works

Chart data
TypeCount
Academic Publications2
Academic Conferences2
Other2

Scholarly Works by Year

Chart data
YearTypeCount
2025Academic Publications1
2026Academic Publications1
2025Academic Conferences1
2026Academic Conferences1
2024Other2

Scholarship for Edward Finkelstein

Academic Publications

Searching the Space of Feed-Forward Neural-Network Weight-Update Rules with Fixed Depth Symbolic Regression
Edward Finkelstein; Charles Brum
Arxiv, 2026, preprint
Deducing Closed-Form Expressions for Bright-Solitons in Strongly Magnetized Plasmas with Physics Informed Symbolic Regression (PISR)
Edward Finkelstein
Arxiv, 2025, preprint

Academic Conferences

Physics Informed Symbolic Regression Discovers Simple Analytic Approximations for the Steady Swift-Hohenberg Equation in Polar Coordinates
Edward Finkelstein; Trevor Johnson
Ai2Ase, 2026, conference paper
Science-Gym: A Simple Testbed for AI-Driven Scientific Discovery
Cerrato, M.; Schmitt, N.; Baur, L.; Edward Finkelstein; et al.
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2025, conference paper

Other

Generalized Fixed-Depth Prefix and Postfix Symbolic Regression Grammars
Edward Finkelstein
Arxiv, 2024, other
Solving the 2D Advection-Diffusion Equation using Fixed-Depth Symbolic Regression and Symbolic Differentiation without Expression Trees
Edward Finkelstein
Arxiv, 2024, other