Pynn, Christopher D; Chan, Lesley; Gonzalez, Federico Lora; Berry, Alex; Hwang, David; Wu, Haoyang; Margalith, Tal; Morse, Daniel E; DenBaars, Steven P; Gordon, Michael J. (2017). "Enhanced light extraction from free-standing InGaN/GaN light emitters using bio-inspired backside surface structuring." Optics Express. 25(14). 15778-15785.
Guan, Yanfei; Coley, Connor W; Wu, Haoyang; Ranasinghe, Duminda; Heid, Esther; Struble, Thomas J; Pattanaik, Lagnajit; Green, William H; Jensen, Klavs F. (2021). "Regio-selectivity prediction with a machine-learned reaction representation and on-the-fly quantum mechanical descriptors." Chemical Science. 12(6). 2198-2208.
Grinberg Dana, Alon; Wu, Haoyang; Ranasinghe, Duminda S; Pickard IV, Frank C; Wood, Geoffrey PF; Zelesky, Todd; Sluggett, Gregory W; Mustakis, Jason; Green, William H. (2021). "Kinetic Modeling of API Oxidation: (1) The AIBN/H2O/CH3OH Radical “Soup”." Molecular Pharmaceutics. 18(8). 3037-3049.
Chung, Yunsie; Vermeire, Florence H; Wu, Haoyang; Walker, Pierre J; Abraham, Michael H; Green, William H. (2022). "Group contribution and machine learning approaches to predict Abraham solute parameters, solvation free energy, and solvation enthalpy." Journal of Chemical Information and Modeling. 62(3). 433-446.
Wu, Haoyang; Grinberg Dana, Alon; Ranasinghe, Duminda S; Pickard IV, Frank C; Wood, Geoffrey PF; Zelesky, Todd; Sluggett, Gregory W; Mustakis, Jason; Green, William H. (2022). "Kinetic Modeling of API Oxidation:(2) Imipramine Stress Testing." Molecular Pharmaceutics. 19(5). 1526-1539.
Koscher, Brent; Canty, Richard B; McDonald, Matthew A; Greenman, Kevin P; McGill, Charles J; Bilodeau, Camille L; Jin, Wengong; Wu, Haoyang; Vermeire, Florence H; Jin, Brooke; Hart, Travis; Kulesza, Timothy; Li, Shih-Cheng; Jaakkola, Tommi S; Barzilay, Regina; Gómez-Bombarelli, Rafael; Green, William H; Jensen, Klavs F. (2023). "Autonomous, multi-property-driven molecular discovery: from predictions to measurements and back." ChemRxiv.
Grinberg Dana, Alon; Johnson, Matthew S; Allen, Joshua W; Sharma, Sandeep; Raman, Sumathy; Liu, Mengjie; Gao, Connie W; Grambow, Colin A; Goldman, Mark J; Ranasinghe, Duminda S; Gillis, Ryan J; Payne, A Mark; Li, Yi‐Pei; Dong, Xiaorui; Spiekermann, Kevin A; Wu, Haoyang; Dames, Enoch E; Buras, Zachary J; Vandewiele, Nick M; Yee, Nathan W; Merchant, Shamel S; Buesser, Beat; Class, Caleb A; Goldsmith, Franklin; West, Richard H; Green, William H. (2023). "Automated reaction kinetics and network exploration (Arkane): A statistical mechanics, thermodynamics, transition state theory, and master equation software." International Journal of Chemical Kinetics. 55(6). 300-323.
Biswas, Sayandeep; Chung, Yunsie; Ramirez, Josephine; Wu, Haoyang; Green, William H. (2023). "Predicting Critical Properties and Acentric Factors of Fluids Using Multitask Machine Learning." Journal of Chemical Information and Modeling, 63(15), 4574-4588.
Heid, Esther; Greenman, Kevin P; Chung, Yunsie; Li, Shih-Cheng; Graff, David E; Vermeire, Florence H; Wu, Haoyang; Green, William H; McGill, Charles J. (2023). "Chemprop: A Machine Learning Package for Chemical Property Prediction."
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk at London School of Testing, London, UK
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA