4 papers
Building codes with transversal CCZ using projective geometry and SAT solvers
Bohan Lu, Kenneth R. Brown
We construct CSS codes with three logical qubits whose logical CCZ gate is implemented by transversal physical gates and whose distance is at least 3. These codes sta…
"Where Can I Trust You?": Boundary-Aware Evaluation of Surrogate Fidelity
Jackson Eshbaugh
Surrogate models are commonly evaluated by how often they agree with their teacher model over an evaluation set. Local variation in this agreement is well known, but its structure…
Synthetic Homes: A Multimodal Generative AI Pipeline for Residential Building Data Generation under Data Scarcity
Jackson Eshbaugh, Chetan Tiwari, Jorge Silveyra
Computational models have emerged as powerful tools for multi-scale energy modeling research at the building and urban scale, supporting data-driven analysis across building and ur…
"Faithful to What?" On the Limits of Fidelity-Based Explanations
Jackson Eshbaugh
In explainable AI, surrogate models are commonly evaluated by their fidelity to a neural network's predictions. Fidelity, however, measures alignment to a learned model rather than…