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Yusuf Hamied Department of Chemistry

 

Professor in Chemistry

We use chemical informatics, computational chemistry, machine learning and AI to investigate molecules and to discover more about their structure, reactivity, analytical data and properties.

 

 

(Full list of publications)


Professor Goodman discusses his research

Publications

InChI Version 1.06: Now More Than 99.99 % Reliable
E Bolton, JM Goodman, SR Heller, I Pletnev, P Thiessen
(2021)
Use of chemical informatics, quantum chemistry modelling and artificial intelligence algorithms to predict molecular initiating events
TEH Allen, AJ Wedlake, MN Grayson, AM Middleton, M Folia, M Baltazar, P Piechota, E Gelzinyte, JM Goodman, PJ Russell, P Kukic, S Gutsell
– TOXICOLOGY LETTERS
(2021)
350,
S17
Machine Learning in Predictive Toxicology: Recent Applications and Future Directions for Classification Models.
MWH Wang, JM Goodman, TEH Allen
– Chemical research in toxicology
(2020)
34,
217
Confidence in Inactive and Active Predictions from Structural Alerts.
AJ Wedlake, TEH Allen, JM Goodman, S Gutsell, P Kukic, PJ Russell
– Chem Res Toxicol
(2020)
33,
3010
A Computational and Experimental Investigation of the Origin of Selectivity in the Chiral Phosphoric Acid Catalyzed Enantioselective Minisci Reaction
K Ermanis, AC Colgan, RSJ Proctor, BW Hadrys, RJ Phipps, JM Goodman
– J Am Chem Soc
(2020)
142,
21091
Synergism of anisotropic and computational NMR methods reveals the likely configuration of phormidolide A.
IE Ndukwe, X Wang, NYS Lam, K Ermanis, KL Alexander, MJ Bertin, GE Martin, G Muir, I Paterson, R Britton, JM Goodman, EJN Helfrich, J Piel, WH Gerwick, RT Williamson
– Chemical communications (Cambridge, England)
(2020)
56,
7565
Neural network activation similarity: a new measure to assist decision making in chemical toxicology.
TEH Allen, AJ Wedlake, E Gelžinytė, C Gong, JM Goodman, S Gutsell, PJ Russell
– Chemical Science
(2020)
11,
7335
Synergism of anisotropic and computational NMR methods reveals the likely configuration of phormidolide A
I Paterson, IE Ndukwe, X Wang, NYS Lam, K Ermanis, KL Alexander, MJ Bertin, GE Martin, G Muir, R Britton, JM Goodman, EJN Helfrich, J Piel, WH Gerwick, RT Williamson
– Chemical Communications
(2020)
In Silico Guidance for In Vitro Androgen and Glucocorticoid Receptor ToxCast Assays
TEH Allen, MD Nelms, SW Edwards, JM Goodman, S Gutsell, PJ Russell
– Environ Sci Technol
(2020)
54,
7461
Rapid Route-Finding for Bifurcating Organic Reactions.
S Lee, JM Goodman
– J Am Chem Soc
(2020)
142,
9210
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Research Group

Research Interest Groups

Telephone number

01223 336434

Email address

jmg11@cam.ac.uk