Ruth Misener
Imperial College London
H-index: 32
Europe-United Kingdom
Top articles of Ruth Misener
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Augmenting optimization-based molecular design with graph neural networks | Computers & Chemical Engineering | Shiqiang Zhang Juan S Campos Christian Feldmann Frederik Sandfort Miriam Mathea | 2024/4/12 |
Transfer Learning Bayesian Optimization to Design Competitor DNA Molecules for Use in Diagnostic Assays | arXiv preprint arXiv:2402.17704 | Ruby Sedgwick John P Goertz Molly M Stevens Ruth Misener Mark van der Wilk | 2024/2/27 |
Verifying message-passing neural networks via topology-based bounds tightening | arXiv preprint arXiv:2402.13937 | Christopher Hojny Shiqiang Zhang Juan S Campos Ruth Misener | 2024/2/21 |
Mixed-Output Gaussian Process Latent Variable Models | arXiv preprint arXiv:2402.09122 | James Odgers Chrysoula Kappatou Ruth Misener Sarah Filippi | 2024/2/14 |
Transition Constrained Bayesian Optimization via Markov Decision Processes | arXiv preprint arXiv:2402.08406 | Jose Pablo Folch Calvin Tsay Robert M Lee Behrang Shafei Weronika Ormaniec | 2024/2/13 |
Optimizing over trained GNNs via symmetry breaking | Advances in Neural Information Processing Systems | Shiqiang Zhang Juan Campos Christian Feldmann David Walz Frederik Sandfort | 2024/2/13 |
Dependence in constrained Bayesian optimization | Shiqiang Zhang Robert M Lee Behrang Shafei David Walz Ruth Misener | 2023 | |
Partial lasserre relaxation for sparse Max-Cut | Optimization and Engineering | Juan S Campos Ruth Misener Panos Parpas | 2023/9 |
Practical path-based Bayesian optimization | Jose Pablo Folch James Odgers Shiqiang Zhang Robert M Lee Behrang Shafei | 2023/12/1 | |
Competitive Amplification Networks enable molecular pattern recognition with PCR | bioRxiv | John P Goertz Ruby Sedgwick Francesca Smith Myrsini P Kaforou Victoria J Wright | 2023 |
Gaussian Processes for Monitoring Air-Quality in Kampala | arXiv preprint arXiv:2311.16625 | Clara Stoddart Lauren Shrack Richard Sserunjogi Usman Abdul-Ganiy Engineer Bainomugisha | 2023/11/28 |
Probabilistic predictions for partial least squares using bootstrap | AIChE Journal | James Odgers Chrysoula Kappatou Ruth Misener Salvador García Muñoz Sarah Filippi | 2023/7 |
Formulating data-driven surrogate models for process optimization | Computers & Chemical Engineering | Ruth Misener Lorenz Biegler | 2023/11/1 |
An Optimization Approach Coupling Preprocessing with Model Regression for Enhanced Chemometrics | Industrial & Engineering Chemistry Research | Chrysoula D Kappatou James Odgers Salvador García-Muñoz Ruth Misener | 2023/4/5 |
Dependence in constrained Bayesian optimization: When do we need it and how does it help? | Optimization Letters | Shiqiang Zhang Robert M Lee Behrang Shafei David Walz Ruth Misener | 2023/9/20 |
Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization | Computers & Chemical Engineering | Jose Pablo Folch Robert M Lee Behrang Shafei David Walz Calvin Tsay | 2023/4/1 |
Data augmentation driven by optimization for membrane separation process synthesis | Computers & Chemical Engineering | Bernardetta Addis Christophe Castel Amalia Macali Ruth Misener Veronica Piccialli | 2023/9/1 |
Maximizing information from chemical engineering data sets: Applications to machine learning | Alexander Thebelt Johannes Wiebe Jan Kronqvist Calvin Tsay Ruth Misener | 2022/4/28 | |
Solving the pooling problem at scale with extensible solver GALINI | Computers & Chemical Engineering | Francesco Ceccon Ruth Misener | 2022/3/1 |
Tree ensemble kernels for Bayesian optimization with known constraints over mixed-feature spaces | Advances in Neural Information Processing Systems | Alexander Thebelt Calvin Tsay Robert Lee Nathan Sudermann-Merx David Walz | 2022/12/6 |
Co-Authors
