Jan-Matthis Lueckmann

1. An AI system to help scientists write expert-level empirical software
   2025/09/08 by Eser Aygün, Anastasiya Belyaeva, Aygün, Eser +79 · 11 voices · 13 citations
   #cs.AI #q-bio.QM
2. Flexible statistical inference for mechanistic models of neural dynamics
   2017/11/06 by Jan-Matthis Lueckmann, Lueckmann, Jan-Matthis, Pedro J. Gonçalves +9 · 24 citations
   Computer Science · Mathematics · Neuroscience · #FOS: Computer and information sciences #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods #Neural dynamics and brain function
3. Benchmarking Simulation-Based Inference
   2021/01/12 by Jan-Matthis Lueckmann, Lueckmann, Jan-Matthis, Jan Boelts +7 · 15 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods
4. Simulation-Based Inference: A Practical Guide
   2025/08/18 by Michael Deistler, Deistler, Michael, Jan Boelts +25 · 3 voices · 11 citations
   #stat.ML #cs.LG
5. sbi reloaded: a toolkit for simulation-based inference workflows
   2024/11/26 by Jan Boelts, Michael Deistler, Boelts, Jan +63 · 12 citations
   Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Simulation Techniques and Applications