Bayesian approach to probabilistic design space characterization: A nested sampling strategy KP Kusumo, L Gomoescu, R Paulen, S García Muñoz, CC Pantelides, ... Industrial & Engineering Chemistry Research 59 (6), 2396-2408, 2019 | 29 | 2019 |
Risk mitigation in model-based experiment design: a continuous-effort approach to optimal campaigns KP Kusumo, K Kuriyan, S Vaidyaraman, S García-Muñoz, N Shah, ... Computers & Chemical Engineering 159, 107680, 2022 | 11 | 2022 |
Nested Sampling Strategy for Bayesian Design Space Characterization KP Kusumo, L Gomoescu, R Paulen, S García-Muñoz, CC Pantelides, ... Computer Aided Chemical Engineering 48, 1957-1962, 2020 | 4 | 2020 |
Continuous-Effort Approach to Model-Based Experimental Designs KP Kusumo, K Kuriyan, S García-Muñoz, N Shah, B Chachuat Computer Aided Chemical Engineering 50, 867-873, 2021 | 3 | 2021 |
Probabilistic framework for optimal experimental campaigns in the presence of operational constraints KP Kusumo, K Kuriyan, S Vaidyaraman, SG Muñoz, N Shah, B Chachuat Reaction Chemistry & Engineering 7 (11), 2359-2374, 2022 | 2 | 2022 |
Algorithms and tools for feasibility analysis and optimal experiment design in pharmaceutical manufacturing K Kusumo Imperial College London, 2022 | | 2022 |
Nested Sampling Algorithm for Probabilistic Design Space Definition with Recourse Action K Kusumo, C Marck, N Shah, B Chachuat 2021 AIChE Annual Meeting, 2021 | | 2021 |
A Design Centering Methodology for Probabilistic Design Space KP Kusumo, J Morrissey, H Mitchell, N Shah, B Chachuat IFAC-PapersOnLine 54 (3), 79-84, 2021 | | 2021 |
A Model-Based Methodology for Continuous Experimental Designs KP Kusumoa, K Kuriyana, S Garcia-Munozb, N Shaha, B Chachuata 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |