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Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon
0citations -
Learning to generate high-dimensional distributions with low-dimensional quantum Boltzmann machines2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Cenk Tüysüz, Maria Demidik, Luuk Coopmans, Enrico Rinaldi, V. Croft, Y. Haddad, +2 more
1citations -
Explainable Machine Learning for prediction and monitoring of compressive strength in LC3 production2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Concrete and Cement Materials Research Open access
Thorsten Kalb, Ismael Kithinji Kinoti, Wilson Ricardo Leal da Silva, Chiara Masiero, Gian Antonio Susto
0citations -
Explainable Machine Learning for prediction and monitoring of compressive strength in LC3 production2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Mineral Processing and Grinding Open access
Thorsten Kalb, Ismael Kithinji Kinoti, Wilson Ricardo Leal da Silva, Chiara Masiero, Gian Antonio Susto
0citations -
A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Ali Harandi, Ahmad Moeineddin, Bai‐Xiang Xu, Stefanie Reese
216citations -
Pandemic Drugs at Pandemic Speed: Infrastructure for Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers2021 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access
Agastya P. Bhati, Shunzhou Wan, Austin Clyde, Mathis Bode, Mikhail Titov, André Merzky, +20 more
42citations -
A hybrid model combining evolutionary probability and machine learning leverages data-driven protein engineering2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access
Alexander-Maurice Illig, Niklas E. Siedhoff, Ulrich Schwaneberg, Mehdi D. Davari
11citations -
Deep learning-based molecular morphometrics for kidney biopsies2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access
Marina Zimmermann, Martin Klaus, Milagros N. Wong, Ann-Katrin Thebille, Lukas Gernhold, Christoph Kuppe, +13 more
6citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
0citations -
Rewiring of adult neural networks - learning from structural plasticity across multiple scales2026 arXiv (Cornell University) preprint Neuroscience Neuroscience and Neuropharmacology Research Open access
Michael Fauth, Han Lu, Jannik Luboeinski, Johanna Senk, Simone Albani, Valentina Armuzza, +33 more
0citations -
Identifying physical structures in our Galaxy with Gaussian Mixture Models: An unsupervised machine learning technique2023 arXiv (Cornell University) preprint Physics and Astronomy Astrophysics and Star Formation Studies Open access
M. Tiwari, Rogier Kievit, S. Kabanovic, Lars Bonne, Fabrizio Falasca, C. Guevara, +11 more
0citations -
bletl - A Python Package for Integrating Microbioreactors in the Design-Build-Test-Learn Cycle2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access
Michael Osthege, Niklas Tenhaef, Rebecca Zyla, Carolin Müller, Johannes Hemmerich, Wolfgang Wiechert, +2 more
3citations