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Multiscale Computational Dissection of CCRL2-Mediated Chemerin Presentation2025 Journal of Chemical Information and Modeling article Biochemistry, Genetics and Molecular Biology Receptor Mechanisms and Signaling Open access
Samuele Di Cristofano, Klevia Dishnica, Alessandro Marchetto, Rui Pedro Ribeiro, Mattia Laffranchi, Elena Cerioni, +6 more
0citations -
Drug Design in the Exascale Era: A Perspective from Massively Parallel QM/MM Simulations2023 Journal of Chemical Information and Modeling article Physics and Astronomy Advanced Chemical Physics Studies Open access
Bharath Raghavan, Mirko Paulikat, Katya Ahmad, Lara Callea, Andrea Rizzi, Emiliano Ippoliti, +4 more
58citations -
Neural Radiance Fields From Sparse RGB-D Images for High-Quality View Synthesis2022 IEEE Transactions on Pattern Analysis and Machine Intelligence article Engineering 3D Shape Modeling and Analysis Open access cited by 1 patent
Yu-Jie Yuan, Yu‐Kun Lai, Yihua Huang, Leif P. Kobbelt, Lin Gao
28citations -
SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures2025 Journal of the Mechanics and Physics of Solids article Physics and Astronomy Model Reduction and Neural Networks Open access
Ali Harandi, Hooman Danesh, Kevin Linka, Stefanie Reese, Shahed Rezaei
21citations -
Applying physics-informed enhanced super-resolution generative adversarial networks to turbulent premixed combustion and engine-like flame kernel direct numerical simulation data2023 Proceedings of the Combustion Institute article Physics and Astronomy Model Reduction and Neural Networks Open access
Mathis Bode, Michael Gauding, Dominik Goeb, Tobias Falkenstein, Heinz G. Pitsch
31citations -
Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access
Saurabh Balkrishna Tandale, Vasileios Polydoras, Marcus Stoffel
3citations -
Fine-Tuning a Genetic Algorithm for CAMD: A Screening-Guided Warm Start2025 Journal of Chemical Information and Modeling article Engineering Process Optimization and Integration Open access
Yifan Wang, Lorenz Fleitmann, Lukas Raßpe-Lange, Niklas V. von der Assen, André Bardow, Kai O. Leonhard
2citations -
Estimating dense-packed zone height in liquid–liquid separation: A physics-informed neural network approach2026 Chemical Engineering Journal article Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Song Zhai, Alexander Mitsos, Adel Mhamdi, Andreas Jupke, Manuel Dahmen
1citations -
Combination of Knoevenagel Polycondensation and Water‐Assisted Dynamic Michael‐Addition‐Elimination for the Synthesis of Vinylene‐Linked 2D Covalent Organic Frameworks2022 Angewandte Chemie International Edition article Materials Science Covalent Organic Framework Applications Open access
Shunqi Xu, Zhongquan Liao, Arezoo Dianat, Sang‐Wook Park, Matthew A. Addicoat, Yubin Fu, +7 more
69citations -
Intelligent stiffness computation for plate and beam structures by neural network enhanced finite element analysis2022 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks
Saurabh Balkrishna Tandale, Bernd A. Markert, Marcus Stoffel
30citations -
Combination of Knoevenagel Polycondensation and Water‐Assisted Dynamic Michael‐Addition‐Elimination for the Synthesis of Vinylene‐Linked 2D Covalent Organic Frameworks2022 Angewandte Chemie article Materials Science Covalent Organic Framework Applications Open access
Shunqi Xu, Zhongquan Liao, Arezoo Dianat, Sang‐Wook Park, Matthew A. Addicoat, Yubin Fu, +7 more
11citations