Logicae Research
Research
Logic•Mathematics•Computation•Science•
4 papers
- Graphite: A Collaborative Canvas-Based IDE with CRDT Synchronization and Canvas-Aware Version Control Graphite is a real-time collaborative canvas IDE that unifies visual architecture exploration with live code editing. Each file in a repository is represented as a draggable node on an infinite canvas; node positions, sizes, and file content are all synchronized across peers using Yjs Conf...
- Chaperonin; A Modular, Type-Checked Workflow Engine for Computational Biology Modern protein engineering depends on a sprawl of het- erogeneous command-line tools—RFdiffusion, Rosetta, Al- phaFold, RoseTTAFold, PyMOL—that disagree on file for- mats, runtime environments, and parameter conventions. Composing them today means writing throwaway shell glue, which kills ...
- An Empirical Study of Symmetry-Induced Parameter Sharing as an Inductive Bias in Neural Networks This study empirically investigates whether parameter sharing based on task-inherent symmetry can serve as an inductive bias in neural networks. Although standard Multi-Layer Perceptrons (MLPs) are highly expressive, they are also prone to learning unnecessary dependencies on input order or struc...
- Can a Knowledge-Sharing System Survive in a Competitive Academic Environment? This paper reports on a social experiment designed to test a single hypothesis: that in a hyper-competitive academic environment, students will voluntarily share their intellectual assets if provided with the right structural infrastructure—even in the absence of any extrinsic reward.