196 citations · 1.1k across the 20 of their papers we have counts for
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cs.LG2022★ 37 cited
Accelerating Material Design with the Generative Toolkit for Scientific Discovery
Matteo Manica, Jannis Born, Joris Cadow +21
With the growing availability of data within various scientific domains, generative models hold enormous potential to accelerate scientific discovery. They harness powerful represe…
cs.LG2022★ 148 cited
Regression Transformer: Concurrent sequence regression and generation for molecular language modeling
Jannis Born, Matteo Manica
Despite significant progress of generative models in the natural sciences, their controllability remains challenging. One fundamentally missing aspect of molecular or protein gener…