| SELFIES and the future of molecular string representations M Krenn, Q Ai, S Barthel, N Carson, A Frei, NC Frey, P Friederich, ... Patterns 3 (10), 2022 | 123 | 2022 |
| Room temperature strain-induced Landau levels in graphene on a wafer-scale platform P Nigge, AC Qu, É Lantagne-Hurtubise, E Mårsell, S Link, G Tom, ... Science advances 5 (11), eaaw5593, 2019 | 86 | 2019 |
| GAUCHE: A Library for Gaussian Processes in Chemistry RR Griffiths, L Klarner, HB Moss, A Ravuri, S Truong, S Stanton, G Tom, ... arXiv preprint arXiv:2212.04450, 2022 | 33 | 2022 |
| Polymer dots with enhanced photostability, quantum yield, and two-photon cross-section using structurally constrained deep-blue fluorophores DM Mayder, CM Tonge, GD Nguyen, MV Tran, G Tom, GH Darwish, ... Journal of the American Chemical Society 143 (41), 16976-16992, 2021 | 32 | 2021 |
| Calibration and generalizability of probabilistic models on low-data chemical datasets with DIONYSUS G Tom, RJ Hickman, A Zinzuwadia, A Mohajeri, B Sanchez-Lengeling, ... Digital Discovery 2, 759-774, 2023 | 23 | 2023 |
| Tartarus: A benchmarking platform for realistic and practical inverse molecular design AK Nigam, R Pollice, G Tom, K Jorner, J Willes, L Thiede, A Kundaje, ... Advances in Neural Information Processing Systems 36, 3263-3306, 2023 | 22 | 2023 |
| Design of High-Performance Thermally Activated Delayed Fluorescence Emitters Containing s-Triazine and s-Heptazine with Molecular Orbital Visualization by STM DM Mayder, CM Tonge, GD Nguyen, R Hojo, NR Paisley, J Yu, G Tom, ... Chemistry of Materials 34 (6), 2624-2635, 2022 | 19 | 2022 |
| Molecularly resolved electronic landscapes of differing acceptor–donor interface geometries KA Cochrane, TS Roussy, B Yuan, G Tom, E Mårsell, SA Burke The Journal of Physical Chemistry C 122 (15), 8437-8444, 2018 | 17 | 2018 |
| In silico chemical experiments in the Age of AI: From quantum chemistry to machine learning and back A Aldossary, JA Campos‐Gonzalez‐Angulo, S Pablo‐García, SX Leong, ... Advanced Materials, 2402369, 2024 | 10 | 2024 |
| Self-driving laboratories for chemistry and materials science G Tom, SP Schmid, SG Baird, Y Cao, K Darvish, H Hao, S Lo, ... Chemical Reviews 124 (16), 9633-9732, 2024 | 7 | 2024 |
| Small molecule binding to surface-supported single-site transition-metal reaction centres M DeJong, AJA Price, E Mårsell, G Tom, GD Nguyen, ER Johnson, ... Nature Communications 13 (1), 7407, 2022 | 7 | 2022 |
| Machine Learning Guided AQFEP: A Fast and Efficient Absolute Free Energy Perturbation Solution for Virtual Screening JE Crivelli-Decker, Z Beckwith, G Tom, L Le, S Khuttan, R Salomon-Ferrer, ... Journal of Chemical Theory and Computation 20 (16), 7188-7198, 2024 | 4 | 2024 |
| Beyond molecular structure: critically assessing machine learning for designing organic photovoltaic materials and devices M Seifrid, S Lo, DG Choi, G Tom, ML Le, K Li, R Sankar, HT Vuong, ... Journal of Materials Chemistry A 12 (24), 14540-14558, 2024 | 2 | 2024 |
| Assessing multi-objective optimization of molecules with genetic algorithms against relevant baselines N Kusanda, G Tom, R Hickman, AK Nigam, K Jorner, A Aspuru-Guzik AI for Accelerated Materials Design NeurIPS 2022 Workshop, 2022 | 2 | 2022 |
| Towards the Prediction of Drug Solubility in Binary Solvent Mixtures at Various Temperatures Using Machine Learning Z Bao, G Tom, A Cheng, A Aspuru-Guzik, C Allen | | 2024 |
| SELFIES and the future of molecular string representations M Krenn, Q Ai, S Barthel, N Carson, A Frei, NC Frey, P Friederich, ... Patterns 3 (10), 1-27, 2022 | | 2022 |
| Exponential Advantages in Quantum Machine Learning through Feature Mapping A Nader, K Oppenheimer, G Tom | | 2020 |
| Scanning tunneling microscopy study of atomistic energy level engineering in donor-acceptor molecules G Nguyen, G Tom, C Tonge, Z Hudson, S Burke Bulletin of the American Physical Society 65, 2020 | | 2020 |
| Scanning probe study of organic semiconducting molecules G Tom University of British Columbia, 2020 | | 2020 |
| Room temperature strain-induced quantum Hall effect in graphene on a wafer-scale platform P Nigge, AC Qu, E Lantagne-Hurtubise, E Mårsell, S Link, G Tom, ... arXiv preprint arXiv:1902.00514, 2019 | | 2019 |
Sarah BurkeAssociate Professor, University of British ColumbiaVerified email at phas.ubc.ca
