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Kenneth Atz
Kenneth Atz
AI Scientist at Roche | PhD AI/ML ETH Zürich
Verified email at ethz.ch - Homepage
Title
Cited by
Cited by
Year
Geometric deep learning on molecular representations
K Atz*, F Grisoni*, G Schneider
Nature Machine Intelligence 3 (12), 1023-1032, 2021
2242021
Combining generative artificial intelligence and on-chip synthesis for de novo drug design
F Grisoni, BJH Huisman, AL Button, M Moret, K Atz, D Merk, G Schneider
Science Advances 7 (24), eabg3338, 2021
882021
Structure-based drug design with geometric deep learning
C Isert*, K Atz*, G Schneider
Current Opinion in Structural Biology 79, 102548, 2023
612023
QMugs, quantum mechanical properties of drug-like molecules
C Isert*, K Atz*, J Jiménez-Luna, G Schneider
Scientific Data 9 (1), 273, 2022
602022
Leveraging molecular structure and bioactivity with chemical language models for de novo drug design
M Moret, I Pachon Angona, L Cotos, S Yan, K Atz, C Brunner, ...
Nature Communications 14 (1), 114, 2023
562023
Mechanical stabilization of helical chirality in a macrocyclic oligothiophene
KJ Weiland, T Brandl, K Atz, A Prescimone, D Häussinger, T Šolomek, ...
Journal of the American Chemical Society 141 (5), 2104-2110, 2019
412019
Δ-Quantum machine-learning for medicinal chemistry
K Atz*, C Isert*, MNA Böcker, J Jiménez-Luna, G Schneider
Physical Chemistry Chemical Physics 24 (18), 10775-10783, 2022
342022
Development of high-specificity fluorescent probes to enable cannabinoid type 2 receptor studies in living cells
RC Sarott, MV Westphal, P Pfaff, C Korn, DA Sykes, T Gazzi, B Brennecke, ...
Journal of the American Chemical Society 142 (40), 16953-16964, 2020
342020
Identification and preclinical development of a 2, 5, 6-trisubstituted fluorinated pyridine derivative as a radioligand for the positron emission tomography imaging of …
A Haider, L Gobbi, J Kretz, C Ullmer, A Brink, M Honer, TJ Woltering, ...
Journal of medicinal chemistry 63 (18), 10287-10306, 2020
262020
Structure–activity relationship studies of pyridine-based ligands and identification of a fluorinated derivative for positron emission tomography imaging of cannabinoid type 2 …
A Haider, J Kretz, L Gobbi, H Ahmed, K Atz, M Bürkler, C Bartelmus, ...
Journal of medicinal chemistry 62 (24), 11165-11181, 2019
252019
Detection of cannabinoid receptor type 2 in native cells and zebrafish with a highly potent, cell-permeable fluorescent probe
T Gazzi, B Brennecke, K Atz, C Korn, D Sykes, G Forn-Cuni, P Pfaff, ...
Chemical Science 13 (19), 5539-5545, 2022
17*2022
Enabling late-stage drug diversification by high-throughput experimentation with geometric deep learning
DF Nippa*, K Atz*, R Hohler, AT Müller, A Marx, C Bartelmus, G Wuitschik, ...
142022
Cannabinoid receptor type 2 ligands: an analysis of granted patents since 2010
B Brennecke*, T Gazzi*, K Atz*, J Fingerle, P Kuner, T Schindler, G Weck, ...
Pharmaceutical Patent Analyst 10 (3), 111-163, 2021
142021
NMR pseudocontact shifts in a symmetric protein homotrimer
T Müntener, R Böhm, K Atz, D Häussinger, S Hiller
Journal of biomolecular NMR 74, 413-419, 2020
82020
Exploring protein–ligand binding affinity prediction with electron density-based geometric deep learning
C Isert, K Atz, S Riniker, G Schneider
RSC advances 14 (7), 4492-4502, 2024
62024
Translating from proteins to ribonucleic acids for ligand‐binding site detection
L Möller, L Guerci, C Isert, K Atz, G Schneider
Molecular Informatics, 2022
42022
Machine Learning and Computational Chemistry for the Endocannabinoid System
K Atz, W Guba, U Grether, G Schneider
Endocannabinoid Signaling, 477-493, 2023
32023
Identifying opportunities for late-stage CH alkylation with high-throughput experimentation and in silico reaction screening
DF Nippa, K Atz, AT Müller, J Wolfard, C Isert, M Binder, O Scheidegger, ...
Communications Chemistry 6 (1), 256, 2023
22023
Deep interactome learning for de novo drug design
K Atz, LC Muñoz, C Isert, M Håkansson, D Focht, DF Nippa, M Hilleke, ...
22023
Graph transformer neural network for chemical reactivity prediction
DF Nippa*, K Atz*, AT Müller, J Wolfard, C Isert, M Binder, O Scheidegger, ...
22023
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Articles 1–20