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Projects

A collection of research projects.

Featured Projects

Featured
InertialAR

InertialAR

An Transformer-based autoregressive model for molecule generation.

AI4SciAutoregressiveDiffusionMolecule Generation
Homepage Paper
Featured
K-Flow

K-Flow

Flow Along the K-Amplitude for Generative Modeling.

Generative ModelsFrequency TransformationImage GenerationMolecule Assembly
Paper

Other Projects

ChatBattery

ChatBattery

An agentic platform for battery generation.

AI4SciAgentic AILLMbattery
Paper Code
RigidSSL

RigidSSL

Rigidity-Aware Geometric Pretraining for Protein Design and Conformational Ensembles.

AI4SciProtein Design3D GeometryFlow Matching
Paper
InertialGenome

InertialGenome

A Resolution-Agnostic Geometric Transformer for Chromosome Modeling Using Inertial Frame.

AI4Sci3D TransformerChromosome ModelingInertial Frame
Paper
ModelCollapse

ModelCollapse

A Minimal Model of Representation Collapse: Frustration, Stop-Gradient, and Dynamics.

Representation LearningModel CollapseFrustrationStop-GradientDynamics
Paper