Computational Mathematics: Publications
Read the latest papers published by our researchers.
Results
-
Learning to Recall with Transformers Beyond Orthogonal Embeddings
-
On the randomized SVD in infinite dimensions
-
A fast algorithm for the wave equation using time-windowed Fourier projection
-
cryoJAX: A Cryo-electron Microscopy Image Simulation Library In JAX
-
A Lightweight, Geometrically Flexible Fast Algorithm for the Evaluation of Layer and Volume Potentials
-
Macroscopic approximation of tight-binding models near spectral degeneracies and validity for wave packet propagation
-
Understanding the Mechanisms of Fast Hyperparameter Transfer
-
Multiscale Clustering and Source Separation of InSight Mission Seismic Data
-
An O(logN) Monte Carlo method for periodic Coulomb systems
-
An O(N) quasi-Ewald splitting method for nanoconfined electrostatics
-
Fast Ewald Summation with Prolates for Charged Systems in the NPT Ensemble
-
Comparing cryo-EM methods and molecular dynamics simulation to investigate heterogeneity in ligand-bound TRPV1
-
Improving Cryo-EM Optimization Robustness with an Optimal Transport Loss Function for Noisy Images
-
Stabilizing the singularity swap quadrature for near-singular line integrals
-
Facilitating analysis of open neurophysiology data on the DANDI Archive using large language model tools
-
A Model-Guided Neural Network Method for the Inverse Scattering Problem
-
Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents
-
Emergence of Linear Truth Encodings in Language Models
-
From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers
-
Multi-View Graph Learning with Graph-Tuple
-
Error Breakdown and Sensitivity Analysis of Dynamical Quantities in Markov State Models
-
Space-time adaptive methods for parabolic evolution equations
-
Randomized block-Krylov subspace methods for low-rank approximation of matrix functions
-
Diffusion for Fusion: Designing Stellarators with Generative AI
-
Physics Steering: Causal Control of Cross-Domain Concepts in a Physics Foundation Model
-
Truncated kernel windowed Fourier projection: a fast algorithm for the 3D free-space wave equation
-
Walrus: A Cross-Domain Foundation Model for Continuum Dynamics
-
Multi-scale simulations of MUT-16 scaffold protein phase separation and client recognition
-
jaxhps: An elliptic PDE solver built with machine learning in mind
-
The Inaugural Flatiron Institute Cryo-EM Conformational Heterogeneity Challenge
-
CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
-
Functions on Symmetric Matrices and Point Clouds via Lightweight Invariant Features from Galois Theory
-
Higher-order continuum models for twisted bilayer graphene
-
Machine-Learning Interatomic Potentials for Long-Range Systems
-
Neutral Gas Phase Distribution from H I Morphology: Phase Separation with Scattering Spectra and Variational Autoencoders
-
Universal Spectral Tokenization via Self-Supervised Panchromatic Representation Learning
-
The Helmholtz Dirichlet and Neumann problems on piecewise smooth open curves
-
Using Time Dependent Rate Analysis to Evaluate the Quality of Machine Learned Reaction Coordinates for Biasing and Computing Kinetics
-
A Method of Fundamental Solutions for Large-Scale 3D Elastance and Mobility Problems
-
DRaM-LHM: A Quaternion Framework for Iterative Camera Pose Estimation
-
Uniqueness, regularity and characteristic flow for a non strictly convex singular variational problem
-
GSM-Agent: Understanding Agentic Reasoning Using Controllable Environments
-
Fast summation of Stokes potentials using a new kernel-splitting in the DMK framework
-
A domain decomposition method for computing the scattering matrix of waveguide circuits
-
Any-Subgroup Equivariant Networks via Symmetry Breaking
-
Cryo-EM images are intrinsically low dimensional
-
AION-1: Omnimodal Foundation Model for Astronomical Sciences
-
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme