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Benjamin Walker
Benjamin Walker
Verified email at live.unc.edu
Title
Cited by
Cited by
Year
Deciphering tissue structure and function using spatial transcriptomics
BL Walker, Z Cang, H Ren, E Bourgain-Chang, Q Nie
Communications biology 5 (1), 220, 2022
532022
Identifying multicellular spatiotemporal organization of cells with SpaceFlow
H Ren, BL Walker, Z Cang, Q Nie
Nature communications 13 (1), 4076, 2022
402022
Transient crosslinking kinetics optimize gene cluster interactions
B Walker, D Taylor, J Lawrimore, C Hult, D Adalsteinsson, K Bloom, ...
PLoS computational biology 15 (8), e1007124, 2019
132019
Numerical computation of effective thermal equilibria in stochastically switching Langevin systems
BL Walker, KA Newhall
Physical Review E 105 (6), 064113, 2022
82022
Inferring information flow in spike-train data sets using a trial-shuffle method
BL Walker, KA Newhall
Plos one 13 (11), e0206977, 2018
82018
AI-assisted forward modeling of biological structures
J Lawrimore, A Doshi, B Walker, K Bloom
Frontiers in Cell and Developmental Biology 7, 279, 2019
72019
Multilayer Modularity Belief Propagation to Assess Detectability of Community Structure
WH Weir, B Walker, L Zdeborova, PJ Mucha
SIAM Journal on Mathematics of Data Science 2 (3), 872-900, 2020
32020
Theoretical Foundations of Deep Selective State-Space Models
NM Cirone, A Orvieto, B Walker, C Salvi, T Lyons
arXiv preprint arXiv:2402.19047, 2024
22024
Polymer Modeling Reveals Interplay between Physical Properties of Chromosomal DNA and the Size and Distribution of Condensin-Based Chromatin Loops
D Kolbin, BL Walker, C Hult, JD Stanton, D Adalsteinsson, MG Forest, ...
Genes 14 (12), 2193, 2023
22023
NeST: nested hierarchical structure identification in spatial transcriptomic data
BL Walker, Q Nie
Nature Communications 14 (1), 6554, 2023
22023
Learning dynamic graph embeddings with neural controlled differential equations
T Qin, B Walker, T Lyons, H Yan, H Li
arXiv preprint arXiv:2302.11354, 2023
22023
Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference
B Walker, AD McLeod, T Qin, Y Cheng, H Li, T Lyons
arXiv preprint arXiv:2402.18512, 2024
12024
Simulating Dynamic Chromosome Compaction: Methods for Bridging In Silico to In Vivo
Y He, D Adalsteinsson, B Walker, J Lawrimore, MG Forest, K Bloom
Mitosis: Methods and Protocols, 211-220, 2022
12022
Theoretical Foundations of Deep Selective State-Space Models
N Muca Cirone, A Orvieto, B Walker, C Salvi, T Lyons
arXiv e-prints, arXiv: 2402.19047, 2024
2024
Different relative scalings between transient forces and thermal fluctuations tune regimes of chromatin organization
A Coletti, B Walker, K Bloom, K Newhall
arXiv preprint arXiv:2401.06921, 2024
2024
ScoEHR: Generating Synthetic Electronic Health Records using Continuous-time Diffusion Models
AA Naseer, B Walker, C Landon, A Ambrosy, M Fudim, N Wysham, B Toro, ...
Machine Learning for Healthcare Conference, 489-508, 2023
2023
Interruption of the Intratumor CD8: Treg Crosstalk Improves the Efficacy of PD-1 Immunotherapy
SN Geels, A Moshensky, RS Sousa, BL Walker, R Singh, G Gutierrez, ...
bioRxiv, 2023
2023
Unbiased Decisions Reduce Regret: Adversarial Optimism for the Bank Loan Problem
E Gal, S Singh, A Pacchiano, B Walker, T Lyons, JN Foerster
2022
Emergent Structure and Dynamics from Stochastic Pairwise Crosslinking in Chromosomal Polymer Models
BL Walker
The University of North Carolina at Chapel Hill, 2021
2021
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