| Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences M Alber, A Buganza Tepole, WR Cannon, S De, S Dura-Bernal, ... NPJ digital medicine 2 (1), 115, 2019 | 547 | 2019 |
| Multiscale modeling meets machine learning: What can we learn? GCY Peng, M Alber, A Buganza Tepole, WR Cannon, S De, ... Archives of Computational Methods in Engineering 28, 1017-1037, 2021 | 323 | 2021 |
| Sulfate anion in water: model structural, thermodynamic, and dynamic properties WR Cannon, BM Pettitt, JA McCammon The Journal of Physical Chemistry 98 (24), 6225-6230, 1994 | 237 | 1994 |
| Mathematical modeling of microbial community dynamics: a methodological review HS Song, WR Cannon, AS Beliaev, A Konopka Processes 2 (4), 711-752, 2014 | 194 | 2014 |
| A perspective on biological catalysis WR Cannon, SF Singleton, SJ Benkovic Nature structural biology 3 (10), 821-833, 1996 | 193 | 1996 |
| Solvation, reorganization energy, and biological catalysis WR Cannon, SJ Benkovic Journal of Biological Chemistry 273 (41), 26257-26260, 1998 | 190 | 1998 |
| Circadian proteomic analysis uncovers mechanisms of post-transcriptional regulation in metabolic pathways JM Hurley, MS Jankowski, H De los Santos, AM Crowell, SB Fordyce, ... Cell systems 7 (6), 613-626. e5, 2018 | 101 | 2018 |
| A nitrogenase-like enzyme system catalyzes methionine, ethylene, and methane biogenesis JA North, AB Narrowe, W Xiong, KM Byerly, G Zhao, SJ Young, S Murali, ... Science 369 (6507), 1094-1098, 2020 | 70 | 2020 |
| Multiscale modeling in the clinic: drug design and development CE Clancy, G An, WR Cannon, Y Liu, EE May, P Ortoleva, AS Popel, ... Annals of biomedical engineering 44, 2591-2610, 2016 | 67 | 2016 |
| Electrostatic characterization of enzyme complexes: Evaluation of the mechanism of catalysis of dihydrofolate reductase WR Cannon, BJ Garrison, SJ Benkovic Journal of the American Chemical Society 119 (10), 2386-2395, 1997 | 65 | 1997 |
| A support vector machine model for the prediction of proteotypic peptides for accurate mass and time proteomics BJM Webb-Robertson, WR Cannon, CS Oehmen, AR Shah, ... Bioinformatics 24 (13), 1503-1509, 2008 | 64 | 2008 |
| Current trends in computational inference from mass spectrometry-based proteomics BJM Webb-Robertson, WR Cannon Briefings in bioinformatics 8 (5), 304-317, 2007 | 53 | 2007 |
| A support vector machine model for the prediction of proteotypic peptides for accurate mass and time proteomics BJM Webb-Robertson, WR Cannon, CS Oehmen, AR Shah, ... Bioinformatics 26 (13), 1677-1683, 2010 | 52 | 2010 |
| VESPA: software to facilitate genomic annotation of prokaryotic organisms through integration of proteomic and transcriptomic data ES Peterson, LA McCue, AC Schrimpe-Rutledge, JL Jensen, H Walker, ... BMC genomics 13, 1-13, 2012 | 50 | 2012 |
| Suvranu De, Salvador Dura-Bernal, Krishna Garikipati, George Karniadakis, William W M Alber, AB Tepole, WR Cannon Lytton, Paris Perdikaris, Linda Petzold, and Ellen Kuhl. Integrating machine …, 2019 | 47 | 2019 |
| Sequence optimization as an alternative to de novo analysis of tandem mass spectrometry data A Heredia-Langner, WR Cannon, KD Jarman, KH Jarman Bioinformatics 20 (14), 2296-2304, 2004 | 42 | 2004 |
| pGraph: Efficient parallel construction of large-scale protein sequence homology graphs C Wu, A Kalyanaraman, WR Cannon IEEE Transactions on Parallel and Distributed Systems 23 (10), 1923-1933, 2012 | 40 | 2012 |
| Comparison of probability and likelihood models for peptide identification from tandem mass spectrometry data WR Cannon, KH Jarman, BJM Webb-Robertson, DJ Baxter, CS Oehmen, ... Journal of proteome research 4 (5), 1687-1698, 2005 | 39 | 2005 |
| A General System for Studying Protein− Protein Interactions in Gram-Negative Bacteria DA Pelletier, GB Hurst, LJ Foote, PK Lankford, CK McKeown, TY Lu, ... Journal of proteome research 7 (8), 3319-3328, 2008 | 38 | 2008 |
| Whipple's disease, genomics, and drug therapy WR Cannon The Lancet, 361 (9372): 1961, 2003 | 37 | 2003 |
Bobbie-Jo Webb-RobertsonSenior Research Scientist, Pacific Northwest National LaboratoryVerified email at pnnl.gov