Lewis Mervin

1. Industry-Scale Orchestrated Federated Learning for Drug Discovery
   2022/10/17 by Martijn Oldenhof, Oldenhof, Martijn, Gergely Ács +88 · 3 citations
   Computer Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Publishing neural networks in drug discovery might compromise training data privacy
   2024/10/22 by Fabian P. Krüger, Johan Östman, Lewis Mervin +2 · 2 voices · 1 citation
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Computational Drug Discovery Methods #Machine Learning in Materials Science #cs.CR #cs.LG
3. Achieving Well-Informed Decision-Making in Drug Discovery: A Comprehensive Calibration Study using Neural Network-Based Structure-Activity Models
   2024/07/19 by Hannah Rosa Friesacher, Friesacher, Hannah Rosa, Ola Engkvist +7 · 1 citation
   Computer Science · #Computational Drug Discovery Methods
4. Temporal Distribution Shift in Real-World Pharmaceutical Data: Implications for Uncertainty Quantification in QSAR Models
   2025/02/06 by Hannah Rosa Friesacher, Friesacher, Hannah Rosa, Emma Svensson +9 · 1 citation
   Chemistry · Computer Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Spectroscopy and Chemometric Analyses