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publications
Stochastic gradient descent in continuous time for drift identification in multiscale diffusions
Published in ESAIM: Mathematical Modelling and Numerical Analysis 58 (6), 2387-2414, 2024
ESAIM: M2AN Volume 58 / No 6
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The zero inertia limit for the Q-tensor model of liquid crystals: analysis and numerics
Published in ESAIM: Mathematical Modelling and Numerical Analysis 59 (5), 2515-2556, 2025
ESAIM: M2AN
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Nonparametric estimation of homogenized invariant measures from multiscale data via Hermite expansion
Published in arXiv:2510.25521v1, 2025
arXiv:2510.25521v1
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Neural empirical interpolation method for nonlinear model reduction
Published in SIAM Journal on Scientific Computing 47 (6), C1264-C1293, 2025
SIAM Journal on Scientific Computing
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Convergence and Sketching-Based Efficient Computation of Neural Tangent Kernel Weights in Physics-Based Loss
Published in arXiv:2511.15530, 2025
arXiv
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A convergent finite element scheme for the Q-tensor model of liquid crystals subjected to an electric field
Published in Journal of Numerical Mathematics, 2025
Journal of Numerical Mathematics
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talks
Learning the Drift in Multiscale Diffusions
Published:
Computing Bifurcation Diagrams for Fluids
Published:
Convergence of a discontinuous Galerkin scheme for the stochastic 2D incompressible Euler equations
Published:
teaching
Matrices and Linear Transformations
Teaching Assistant, Carnegie Mellon University, 2020
Integration and Approximation
Teaching Assistant, Carnegie Mellon University, 2021
Matrices and Linear Transformations
Teaching Assistant, Carnegie Mellon University, 2021
Vector Calculus for Computer Scientists
Teaching Assistant, Carnegie Mellon University, 2023
Abstract Linear Algebra
Graduate Student Instructor, University of California, Berkeley, 2025
Calculus I
Graduate Student Instructor, University of California, Berkeley, 2026