Papers matching “differentiable simulation” 210
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Predicted Adsorption Affinity for Enteric Microbial Metabolites to Metal and Carbon Nanomaterials2022 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Bregje W. Brinkmann, Ankush Singhal, G. J. A. Sevink, Lisette Neeft, Martina G. Vijver, Willie J.G.M. Peijnenburg
7citations -
Using neural emulators and Hamiltonian Monte Carlo to constrain the epoch of reionization’s history with the Lyα forest power spectrum2026 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Diego González-Hernández, Caitlin C Doughty, Molly Wolfson, Joseph F. Hennawi, Zhenyu Jin
3citations -
Sensitivity analysis and uncertainty quantification in predictive modeling of proton-exchange membrane electrolytic cells2024 Journal of Power Sources article Engineering Fuel Cells and Related Materials Open access cited by 1 patent
Violeta Karyofylli, Yannik Danner, K. Ashoke Raman, Hans Kungl, André Karl, Eva Jodat, +1 more
28citations -
Transformative Materials to Create 3D Functional Human Tissue Models In Vitro in a Reproducible Manner2023 Advanced Healthcare Materials article Engineering 3D Printing in Biomedical Research Open access
José Gerardo‐Nava, Jitske Jansen, Daniel Günther, Laura Klasen, Anja Lena Thiebes, Bastian Nießing, +21 more
19citations -
QSP Designer: Quantitative systems pharmacology modeling with modular biological process map notation and multiple language code generation2023 CPT Pharmacometrics & Systems Pharmacology article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
David M. Hollinshead, Piet H. van der Graaf, Andrzej M. Kierzek
14citations -
Molecular insights into disease-associated glutamate transporter (EAAT1 / SLC1A3) variants using in silico and in vitro approaches2023 Frontiers in Molecular Biosciences article Biochemistry, Genetics and Molecular Biology Amino Acid Enzymes and Metabolism Open access
Marina Gorostiola González, Hubert J. Sijben, Laura Dall’ Acqua, Rongfang Liu, Adriaan P. IJzerman, Laura H. Heitman, +1 more
6citations -
Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior2020 Advanced Modeling and Simulation in Engineering Sciences article Materials Science Microstructure and mechanical properties Open access
Mauricio Fernández, Shahed Rezaei, Jaber Rezaei Mianroodi, Felix Fritzen, Stefanie Reese
74citations -
Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach2025 Advanced Modeling and Simulation in Engineering Sciences article Engineering Tribology and Lubrication Engineering Open access
Faras Brumand‐Poor, Freddy Kokou Azanledji, Nils Plückhahn, Florian Barlog, Lukas Boden, Katharina Schmitz
14citations