text:   Bayesian Optimisation",5,"['Designing fast antibodies is critical in successfully countering diseases. In this paper, we collaborate with @victorgreiff team and with @DanyBouAmmar from @AUBMC_Official to propose an effective Bayesian optimisation solver: <LINK> <LINK>', 'We show: \n1. A new way to search for antibody CDRH3s using Bayesian optimisation with various kernels, including Protein Bert warps.', '2. We devise a constraint acquisition maximiser that finds new CDRH3 within a trust region while being feasible w.r.t antibody development constraints.', '3. We show high-affinity and super+ high-affinity binders in only 38 and 85 trials, respectively.', '@ImanisMind @KhanAsif__']",22,01,646