Patrick Riley

发表

Machine learning on DNA-encoded libraries: A new paradigm for hit-finding

Xia Tian, Matthew A. Clark, Ying Zhang, 2020, Journal of medicinal chemistry.

Scaling Symbolic Methods using Gradients for Neural Model Explanation pdf

Rishabh Singh, Subhashini Venugopalan, Li Li, 2020, ICLR.

Kohn-Sham equations as regularizer: building prior knowledge into machine-learned physics pdf

Kieron Burke, Li Li, Ruoxi Sun, 2020, Physical review letters.

Neural-Guided Symbolic Regression with Asymptotic Constraints

Rishabh Singh, Li Li, Patrick Riley, 2019 .

Embedding MRI information into MRSI data source extraction improves brain tumour delineation in animal models

Sandra Ortega-Martorell, Patrick Riley, Ivan Olier, 2019, PloS one.

Machine learning for seeing and hearing more

Patrick Riley, 2020 .

Fast machine learning models of electronic and energetic properties consistently reach approximation errors better than DFT accuracy

Samuel S. Schoenholz, Luke Hutchinson, George E. Dahl, 2017 .

Vignettes of machine learning in the natural sciences

Patrick Riley, 2020 .

Kohn-Sham equations as regularizer: building prior knowledge into machine-learned physics

Ekin D. Cubuk, Stephan Hoyer, Kieron Burke, 2020, Physical review letters.