Brian L. Trippe
5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ICML (3)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
clustering analysis
(1)
optimal transport
(1)
markov chain monte carlo
(1)
gaussian process
(1)
parallel computing
(1)
diffusion model
(1)
vector field
(1)
molecular generation
(1)
equivariant neural network
(1)
chain coupling
(1)
partition space
(1)
stationary kernel
(1)
rigid body dynamics
(1)
molecular structure
(1)
protein backbone generation
(1)
equivariant score matching
(1)
helmholtz decomposition
(1)
divergence identification
(1)
ocean current
(1)
Papers
Predicting mutational effects on protein binding from folding energy
ICML 2025
Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem
ICLR 2023
Gaussian processes at the Helm(holtz): A more fluid model for ocean currents
ICML 2023
SE(3) diffusion model with application to protein backbone generation
ICML 2023
Many processors, little time: MCMC for partitions via optimal transport couplings
AISTATS 2022