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Nathan Brown
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2020 – today
- 2024
- [i3]Nathan Brown, Vukosi Marivate:
BOTS-LM: Training Large Language Models for Setswana. CoRR abs/2408.02239 (2024) - 2023
- [j23]Jack Scantlebury, Lucy Vost, Anna Carbery, Thomas E. Hadfield, Oliver M. Turnbull, Nathan Brown, Vijil Chenthamarakshan, Payel Das, Harold Grosjean, Frank von Delft, Charlotte M. Deane:
A Small Step Toward Generalizability: Training a Machine Learning Scoring Function for Structure-Based Virtual Screening. J. Chem. Inf. Model. 63(10): 2960-2974 (2023) - [c5]Stephanie Bunt, Catherine Berdanier, Nathan Brown:
Optimization Strategies of Architecture and Engineering Graduate Students: Responding to Data During Design. CAAD Futures 2023: 174-189 - [c4]Nathan Brown, Ashton Williamson, Tahj Anderson, Logan Lawrence:
Efficient Transformer Knowledge Distillation: A Performance Review. EMNLP (Industry Track) 2023: 54-65 - [i2]Nathan Brown, Ashton Williamson, Tahj Anderson, Logan Lawrence:
Efficient Transformer Knowledge Distillation: A Performance Review. CoRR abs/2311.13657 (2023) - 2021
- [c3]Tanvir Ahmed Khan, Nathan Brown, Akshitha Sriraman, Niranjan K. Soundararajan, Rakesh Kumar, Joseph Devietti, Sreenivas Subramoney, Gilles A. Pokam, Heiner Litz, Baris Kasikci:
Twig: Profile-Guided BTB Prefetching for Data Center Applications. MICRO 2021: 816-829 - 2020
- [j22]Nathan Brown, Peter Ertl, Richard A. Lewis, Torsten Luksch, Daniel Reker, Nadine Schneider:
Artificial intelligence in chemistry and drug design. J. Comput. Aided Mol. Des. 34(7): 709-715 (2020) - [j21]Jack Scantlebury, Nathan Brown, Frank von Delft, Charlotte M. Deane:
Data Set Augmentation Allows Deep Learning-Based Virtual Screening to Better Generalize to Unseen Target Classes and Highlight Important Binding Interactions. J. Chem. Inf. Model. 60(8): 3722-3730 (2020)
2010 – 2019
- 2019
- [j20]Nathan Brown, Marco Fiscato, Marwin H. S. Segler, Alain C. Vaucher:
GuacaMol: Benchmarking Models for de Novo Molecular Design. J. Chem. Inf. Model. 59(3): 1096-1108 (2019) - [j19]Emily Baker, M. J. Jeger, John D. Mumford, Nathan Brown:
Enhancing plant biosecurity with citizen science monitoring: comparing methodologies using reports of acute oak decline. J. Geogr. Syst. 21(1): 111-131 (2019) - 2018
- [c2]Daniel Neil, Marwin H. S. Segler, Laura Guasch, Mohamed Ahmed, Dean Plumbley, Matthew Sellwood, Nathan Brown:
Exploring Deep Recurrent Models with Reinforcement Learning for Molecule Design. ICLR (Workshop) 2018 - [i1]Nathan Brown, Marco Fiscato, Marwin H. S. Segler, Alain C. Vaucher:
GuacaMol: Benchmarking Models for De Novo Molecular Design. CoRR abs/1811.09621 (2018) - 2017
- [j18]N. Yi Mok, Nathan Brown:
Applications of Systematic Molecular Scaffold Enumeration to Enrich Structure-Activity Relationship Information. J. Chem. Inf. Model. 57(1): 27-35 (2017) - 2016
- [j17]Joshua Meyers, Nathan Brown, Julian Blagg:
Mapping the 3D structures of small molecule binding sites. J. Cheminformatics 8(1): 70:1-70:13 (2016) - 2015
- [j16]Nathan Brown:
Helping Members of the Community Manage Their Digital Lives: Developing a Personal Digital Archiving Workshop. D Lib Mag. 21(5/6) (2015) - [j15]Nicholas C. Firth, Butrus Atrash, Nathan Brown, Julian Blagg:
MOARF, an Integrated Workflow for Multiobjective Optimization: Implementation, Synthesis, and Biological Evaluation. J. Chem. Inf. Model. 55(6): 1169-1180 (2015) - 2014
- [j14]N. Yi Mok, Ruth Brenk, Nathan Brown:
Increasing the Coverage of Medicinal Chemistry-Relevant Space in Commercial Fragments Screening. J. Chem. Inf. Model. 54(1): 79-85 (2014) - [j13]Fabio Broccatelli, Nathan Brown:
Best of Both Worlds: On the Complementarity of Ligand-Based and Structure-Based Virtual Screening. J. Chem. Inf. Model. 54(6): 1634-1641 (2014) - [j12]Nathan Brown, M. Susan Ubbelohde, George Loisos, Santosh Philip, Ibone Santiago:
EnergyPlus as a forensic tool: Thermal reconstruction of a crime scene using calibrated simulation. Simul. 90(8): 1007-1018 (2014) - 2013
- [j11]Sarah R. Langdon, Isaac M. Westwood, Rob L. M. van Montfort, Nathan Brown, Julian Blagg:
Scaffold-Focused Virtual Screening: Prospective Application to the Discovery of TTK Inhibitors. J. Chem. Inf. Model. 53(5): 1100-1112 (2013) - [c1]Guanhua Yan, Nathan Brown, Deguang Kong:
Exploring Discriminatory Features for Automated Malware Classification. DIMVA 2013: 41-61 - 2012
- [j10]Nicholas C. Firth, Nathan Brown, Julian Blagg:
Plane of Best Fit: A Novel Method to Characterize the Three-Dimensionality of Molecules. J. Chem. Inf. Model. 52(10): 2516-2525 (2012) - 2011
- [j9]Sarah R. Langdon, Nathan Brown, Julian Blagg:
Scaffold Diversity of Exemplified Medicinal Chemistry Space. J. Chem. Inf. Model. 51(9): 2174-2185 (2011)
2000 – 2009
- 2009
- [j8]Nathan Brown:
Chemoinformatics - an introduction for computer scientists. ACM Comput. Surv. 41(2): 8:1-8:38 (2009) - 2007
- [j7]Ansgar Schuffenhauer, Nathan Brown, Peter Ertl, Jeremy L. Jenkins, Paul Selzer, Jacques Hamon:
Clustering and Rule-Based Classifications of Chemical Structures Evaluated in the Biological Activity Space. J. Chem. Inf. Model. 47(2): 325-336 (2007) - 2006
- [j6]Nathan Brown, Ben McKay, Johann Gasteiger:
A novel workflow for the inverse QSPR problem using multiobjective optimization. J. Comput. Aided Mol. Des. 20(5): 333-341 (2006) - [j5]Ansgar Schuffenhauer, Nathan Brown, Paul Selzer, Peter Ertl, Edgar Jacoby:
Relationships between Molecular Complexity, Biological Activity, and Structural Diversity. J. Chem. Inf. Model. 46(2): 525-535 (2006) - [j4]Milan Ganguly, Nathan Brown, Ansgar Schuffenhauer, Peter Ertl, Valerie J. Gillet, Paulette A. Greenidge:
Introducing the Consensus Modeling Concept in Genetic Algorithms: Application to Interpretable Discriminant Analysis. J. Chem. Inf. Model. 46(5): 2110-2124 (2006) - 2004
- [j3]Nathan Brown, Ben McKay, Johann Gasteiger:
The de novo design of median molecules within a property range of interest. J. Comput. Aided Mol. Des. 18(12): 761-771 (2004) - [j2]Nathan Brown, Ben McKay, François Gilardoni, Johann Gasteiger:
A Graph-Based Genetic Algorithm and Its Application to the Multiobjective Evolution of Median Molecules. J. Chem. Inf. Model. 44(3): 1079-1087 (2004) - 2003
- [j1]Nathan Brown, Peter Willett, David J. Wilton, Richard A. Lewis:
Generation and Display of Activity-Weighted Chemical Hyperstructures. J. Chem. Inf. Comput. Sci. 43(1): 288-297 (2003)
Coauthor Index
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last updated on 2024-10-07 22:07 CEST by the dblp team
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