Sohvi Luukkonen

According to our database, Sohvi Luukkonen authored at least 8 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Generate what you can make: achieving in-house synthesizability with readily available resources in de novo drug design.

Alan Kai Hassen, Martin Sícho, Yorick J. van Aalst, Mirjam C. W. Huizenga, Darcy N. R. Reynolds, Sohvi Luukkonen, Andrius Bernatavicius, Djork-Arné Clevert, Antonius P. A. Janssen, Gerard J. P. van Westen, Mike Preuss

J. Cheminformatics, December, 2025

MHNfs: Prompting In-Context Bioactivity Predictions for Low-Data Drug Discovery.

Johannes Schimunek, Sohvi Luukkonen, Günter Klambauer

J. Chem. Inf. Model., 2025

Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences.

Niklas Schmidinger, Lisa Schneckenreiter, Philipp Seidl, Johannes Schimunek, Pieter-Jan Hoedt, Johannes Brandstetter, Andreas Mayr, Sohvi Luukkonen, Sepp Hochreiter, Günter Klambauer

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

QSPRpred: a Flexible Open-Source Quantitative Structure-Property Relationship Modelling Tool.

Helle W. van den Maagdenberg, Martin Sícho, David Alencar Araripe, Sohvi Luukkonen, Linde Schoenmaker, Michiel Jespers, Olivier J. M. Béquignon, Marina Gorostiola González, Remco L. van den Broek, Andrius Bernatavicius, J. G. Coen van Hasselt, Piet H. Van Der Graaf, Gerard J. P. van Westen

J. Cheminformatics, December, 2024

Diverse Hits in De Novo Molecule Design: Diversity-Based Comparison of Goal-Directed Generators.

Philipp Renz, Sohvi Luukkonen, Günter Klambauer

J. Chem. Inf. Model., 2024

2023

DrugEx: Deep Learning Models and Tools for Exploration of Drug-Like Chemical Space.

Martin Sícho, Sohvi Luukkonen, Helle W. van den Maagdenberg, Linde Schoenmaker, Olivier J. M. Béquignon, Gerard J. P. van Westen

J. Chem. Inf. Model., June, 2023

Large-Scale Modeling of Sparse Protein Kinase Activity Data.

Sohvi Luukkonen, Erik Meijer, Giovanni Tricarico, Johan Hofmans, Pieter F. W. Stouten, Gerard J. P. van Westen, Eelke B. Lenselink

J. Chem. Inf. Model., June, 2023

2020

Predicting Hydration Free Energies of the FreeSolv Database of Drug-like Molecules with Molecular Density Functional Theory.

Sohvi Luukkonen, Luc Belloni, Daniel Borgis, Maximilien Levesque

J. Chem. Inf. Model., 2020