Combatting over-specialization bias in growing chemical databases. - Katharina Dost; Zac Pullar-Strecker; Liam Brydon; Kunyang Zhang; Jasmin Hafner; Patricia J. Riddle; Jörg S. Wicker (J. Cheminformatics, 2023)

EnviFormer. - Liam Brydon; Kunyang Zhang; Gillian Dobbie; Katerina Taskova; Jörg Simon Wicker (Zenodo, 2024)

Advancements in biotransformation pathway prediction: enhancements, datasets, and novel functionalities in enviPath. - Jasmin Hafner; Tim Lorsbach; Sebastian Schmidt; Liam Brydon; Katharina Dost; Kunyang Zhang; Kathrin Fenner; Jörg Wicker (J. Cheminformatics, 2024)

Predictive modeling of biodegradation pathways using transformer architectures. - Liam Brydon; Kunyang Zhang; Gillian Dobbie; Katerina Taskova; Jörg Simon Wicker (J. Cheminformatics, 2025)