3 papers
cs.NE2026
Optimizing Chlorination in Water Distribution Systems via Surrogate-assisted Neuroevolution
Rivaaj Monsia, Daniel Young, Olivier Francon +1
Ensuring the microbiological safety of large, heterogeneous water distribution systems (WDS) typically requires managing appropriate levels of disinfectant residuals including chlo…
cs.CE2025
Structure-Aware Antibody Design with Affinity-Optimized Inverse Folding
Xinyan Zhao, Yi-Ching Tang, Rivaaj Monsia +6
Motivation: The clinical efficacy of antibody therapeutics critically depends on high-affinity target engagement, yet laboratory affinity-maturation campaigns are slow and costly.…
cs.NE2025
Leveraging Evolutionary Surrogate-Assisted Prescription in Multi-Objective Chlorination Control Systems
Rivaaj Monsia, Olivier Francon, Daniel Young +1
This short, written report introduces the idea of Evolutionary Surrogate-Assisted Prescription (ESP) and presents preliminary results on its potential use in training real-world ag…