2026 Particle-Based Conformal Prediction for Contact-Aware Uncertainty Calibration in Stratified Configuration Spaces Luís Marques*, Kristian Popov*, and Dmitry Berenson In 15th Symposium on Conformal and Probabilistic Prediction with Applications (COPA), 2026